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Predictive Information Accelerates Learning in RL
64
neurips
10
1
2023-06-16 15:11:11.889000
https://github.com/google-research/pisac
39
Predictive information accelerates learning in rl
https://scholar.google.com/scholar?cluster=10907320326175710661&hl=en&as_sdt=0,10
8
2,020
Counterexample-Guided Learning of Monotonic Neural Networks
38
neurips
7
2
2023-06-16 15:11:12.081000
https://github.com/AishwaryaSivaraman/COMET
16
Counterexample-guided learning of monotonic neural networks
https://scholar.google.com/scholar?cluster=5391837593184408852&hl=en&as_sdt=0,5
5
2,020
On the Trade-off between Adversarial and Backdoor Robustness
34
neurips
4
0
2023-06-16 15:11:12.282000
https://github.com/nthu-datalab/On.the.Trade-off.between.Adversarial.and.Backdoor.Robustness
16
On the trade-off between adversarial and backdoor robustness
https://scholar.google.com/scholar?cluster=10900350868300129860&hl=en&as_sdt=0,5
4
2,020
Implicit Graph Neural Networks
90
neurips
10
1
2023-06-16 15:11:12.496000
https://github.com/SwiftieH/IGNN
49
Implicit graph neural networks
https://scholar.google.com/scholar?cluster=18159437078590406343&hl=en&as_sdt=0,33
2
2,020
Rethinking Importance Weighting for Deep Learning under Distribution Shift
65
neurips
7
0
2023-06-16 15:11:12.689000
https://github.com/TongtongFANG/DIW
17
Rethinking importance weighting for deep learning under distribution shift
https://scholar.google.com/scholar?cluster=14240629165004038270&hl=en&as_sdt=0,33
1
2,020
Guiding Deep Molecular Optimization with Genetic Exploration
44
neurips
12
0
2023-06-16 15:11:12.881000
https://github.com/sungsoo-ahn/genetic-expert-guided-learning
19
Guiding deep molecular optimization with genetic exploration
https://scholar.google.com/scholar?cluster=14089467275472583248&hl=en&as_sdt=0,5
2
2,020
Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks
134
neurips
23
8
2023-06-16 15:11:13.075000
https://github.com/stonezwr/TSSL-BP
55
Temporal spike sequence learning via backpropagation for deep spiking neural networks
https://scholar.google.com/scholar?cluster=16845893280072286634&hl=en&as_sdt=0,10
2
2,020
TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation
69
neurips
15
3
2023-06-16 15:11:13.268000
https://github.com/verashira/TSPNet
97
Tspnet: Hierarchical feature learning via temporal semantic pyramid for sign language translation
https://scholar.google.com/scholar?cluster=16139838619918263139&hl=en&as_sdt=0,34
7
2,020
MetaPoison: Practical General-purpose Clean-label Data Poisoning
117
neurips
7
0
2023-06-16 15:11:13.492000
https://github.com/wronnyhuang/metapoison
40
Metapoison: Practical general-purpose clean-label data poisoning
https://scholar.google.com/scholar?cluster=12626791803327337128&hl=en&as_sdt=0,36
5
2,020
Training Generative Adversarial Networks with Limited Data
1,112
neurips
498
73
2023-06-16 15:11:13.686000
https://github.com/NVlabs/stylegan2-ada
1,731
Training generative adversarial networks with limited data
https://scholar.google.com/scholar?cluster=9063880872255850171&hl=en&as_sdt=0,1
37
2,020
Deeply Learned Spectral Total Variation Decomposition
5
neurips
1
0
2023-06-16 15:11:13.878000
https://github.com/TamaraGrossmann/TVspecNET
3
Deeply learned spectral total variation decomposition
https://scholar.google.com/scholar?cluster=7349648081709070834&hl=en&as_sdt=0,36
1
2,020
FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training
27
neurips
4
1
2023-06-16 15:11:14.071000
https://github.com/RICE-EIC/FracTrain
11
Fractrain: Fractionally squeezing bit savings both temporally and spatially for efficient dnn training
https://scholar.google.com/scholar?cluster=1131091866886503352&hl=en&as_sdt=0,44
2
2,020
Improving Neural Network Training in Low Dimensional Random Bases
11
neurips
1
0
2023-06-16 15:11:14.264000
https://github.com/graphcore-research/random-bases
13
Improving neural network training in low dimensional random bases
https://scholar.google.com/scholar?cluster=13165492743270008587&hl=en&as_sdt=0,5
3
2,020
Safe Reinforcement Learning via Curriculum Induction
68
neurips
8
1
2023-06-16 15:11:14.457000
https://github.com/zuzuba/CISR_NeurIPS20
19
Safe reinforcement learning via curriculum induction
https://scholar.google.com/scholar?cluster=8445182531560403381&hl=en&as_sdt=0,47
2
2,020
PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks
159
neurips
8
3
2023-06-16 15:11:14.649000
https://github.com/vunhatminh/PGMExplainer
54
Pgm-explainer: Probabilistic graphical model explanations for graph neural networks
https://scholar.google.com/scholar?cluster=2699838992970724085&hl=en&as_sdt=0,4
2
2,020
Few-Cost Salient Object Detection with Adversarial-Paced Learning
56
neurips
1
4
2023-06-16 15:11:14.841000
https://github.com/hb-stone/FC-SOD
16
Few-cost salient object detection with adversarial-paced learning
https://scholar.google.com/scholar?cluster=18093471542867628559&hl=en&as_sdt=0,10
2
2,020
Learning Black-Box Attackers with Transferable Priors and Query Feedback
45
neurips
4
1
2023-06-16 15:11:15.035000
https://github.com/TrustworthyDL/LeBA
28
Learning black-box attackers with transferable priors and query feedback
https://scholar.google.com/scholar?cluster=6702320856145728902&hl=en&as_sdt=0,43
3
2,020
Locally Differentially Private (Contextual) Bandits Learning
36
neurips
0
0
2023-06-16 15:11:15.227000
https://github.com/huang-research-group/LDPbandit2020
4
Locally differentially private (contextual) bandits learning
https://scholar.google.com/scholar?cluster=7254373858969503567&hl=en&as_sdt=0,5
1
2,020
Invertible Gaussian Reparameterization: Revisiting the Gumbel-Softmax
16
neurips
2
1
2023-06-16 15:11:15.421000
https://github.com/cunningham-lab/igr
24
Invertible gaussian reparameterization: Revisiting the gumbel-softmax
https://scholar.google.com/scholar?cluster=4895882618721897785&hl=en&as_sdt=0,33
5
2,020
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization
20
neurips
2
0
2023-06-16 15:11:15.614000
https://github.com/ubisoft/ubisoft-la-forge-ASAF
14
Adversarial soft advantage fitting: Imitation learning without policy optimization
https://scholar.google.com/scholar?cluster=15547174239533139584&hl=en&as_sdt=0,37
5
2,020
Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space
43
neurips
2
1
2023-06-16 15:11:15.806000
https://github.com/AnTuo1998/AE-KD
21
Agree to disagree: Adaptive ensemble knowledge distillation in gradient space
https://scholar.google.com/scholar?cluster=18027461890187573806&hl=en&as_sdt=0,5
2
2,020
Matérn Gaussian Processes on Riemannian Manifolds
71
neurips
7
0
2023-06-16 15:11:15.999000
https://github.com/spbu-math-cs/Riemannian-Gaussian-Processes
22
Matérn Gaussian processes on Riemannian manifolds
https://scholar.google.com/scholar?cluster=6279045067331501246&hl=en&as_sdt=0,11
7
2,020
Improved Techniques for Training Score-Based Generative Models
385
neurips
47
4
2023-06-16 15:11:16.193000
https://github.com/ermongroup/ncsnv2
201
Improved techniques for training score-based generative models
https://scholar.google.com/scholar?cluster=12852382198544252304&hl=en&as_sdt=0,36
14
2,020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
2,397
neurips
5,869
1,030
2023-06-16 15:11:16.385000
https://github.com/pytorch/fairseq
26,463
wav2vec 2.0: A framework for self-supervised learning of speech representations
https://scholar.google.com/scholar?cluster=17012233978100358310&hl=en&as_sdt=0,5
411
2,020
Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients
36
neurips
70
118
2023-06-16 15:11:16.577000
https://github.com/wsmoses/Enzyme
971
Instead of rewriting foreign code for machine learning, automatically synthesize fast gradients
https://scholar.google.com/scholar?cluster=8551089294709765522&hl=en&as_sdt=0,47
37
2,020
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?
64
neurips
9
0
2023-06-16 15:11:16.770000
https://github.com/MSU-MLSys-Lab/arch2vec
44
Does unsupervised architecture representation learning help neural architecture search?
https://scholar.google.com/scholar?cluster=1242457712275613976&hl=en&as_sdt=0,32
5
2,020
Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments
52
neurips
0
0
2023-06-16 15:11:16.962000
https://github.com/theryanl/mitigating_manipulation_via_randomized_reviewer_assignment
1
Mitigating manipulation in peer review via randomized reviewer assignments
https://scholar.google.com/scholar?cluster=8604310710998077908&hl=en&as_sdt=0,39
1
2,020
Contrastive learning of global and local features for medical image segmentation with limited annotations
307
neurips
39
4
2023-06-16 15:11:17.155000
https://github.com/krishnabits001/domain_specific_cl
163
Contrastive learning of global and local features for medical image segmentation with limited annotations
https://scholar.google.com/scholar?cluster=4824494533053964264&hl=en&as_sdt=0,23
2
2,020
Self-Supervised Graph Transformer on Large-Scale Molecular Data
330
neurips
56
13
2023-06-16 15:11:17.347000
https://github.com/tencent-ailab/grover
257
Self-supervised graph transformer on large-scale molecular data
https://scholar.google.com/scholar?cluster=697764344389876578&hl=en&as_sdt=0,33
4
2,020
Generative Neurosymbolic Machines
45
neurips
4
0
2023-06-16 15:11:17.541000
https://github.com/JindongJiang/GNM
30
Generative neurosymbolic machines
https://scholar.google.com/scholar?cluster=8665652977960746383&hl=en&as_sdt=0,5
3
2,020
Efficient estimation of neural tuning during naturalistic behavior
9
neurips
1
0
2023-06-16 15:11:17.734000
https://github.com/BalzaniEdoardo/PGAM
1
Efficient estimation of neural tuning during naturalistic behavior
https://scholar.google.com/scholar?cluster=3674318133407421247&hl=en&as_sdt=0,5
4
2,020
High-recall causal discovery for autocorrelated time series with latent confounders
45
neurips
224
7
2023-06-16 15:11:17.927000
https://github.com/jakobrunge/tigramite
925
High-recall causal discovery for autocorrelated time series with latent confounders
https://scholar.google.com/scholar?cluster=6795430234253215305&hl=en&as_sdt=0,46
37
2,020
Joint Contrastive Learning with Infinite Possibilities
46
neurips
7
0
2023-06-16 15:11:18.120000
https://github.com/caiqi/Joint-Contrastive-Learning
41
Joint contrastive learning with infinite possibilities
https://scholar.google.com/scholar?cluster=6409005295330808572&hl=en&as_sdt=0,11
1
2,020
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows
67
neurips
34
9
2023-06-16 15:11:18.315000
https://github.com/didriknielsen/survae_flows
276
Survae flows: Surjections to bridge the gap between vaes and flows
https://scholar.google.com/scholar?cluster=1881827871992475792&hl=en&as_sdt=0,5
28
2,020
Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes
2
neurips
0
0
2023-06-16 15:11:18.526000
https://github.com/hqminh/gp_sketch_nips
1
Revisiting the sample complexity of sparse spectrum approximation of gaussian processes
https://scholar.google.com/scholar?cluster=8244493661366176703&hl=en&as_sdt=0,5
2
2,020
Incorporating Interpretable Output Constraints in Bayesian Neural Networks
9
neurips
6
2
2023-06-16 15:11:18.721000
https://github.com/dtak/ocbnn-public
37
Incorporating interpretable output constraints in Bayesian neural networks
https://scholar.google.com/scholar?cluster=18422416496972996615&hl=en&as_sdt=0,5
27
2,020
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty
64
neurips
10
0
2023-06-16 15:11:18.922000
https://github.com/biomedia-mira/stochastic_segmentation_networks
58
Stochastic segmentation networks: Modelling spatially correlated aleatoric uncertainty
https://scholar.google.com/scholar?cluster=2760463474925616365&hl=en&as_sdt=0,15
5
2,020
ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA
45
neurips
14
5
2023-06-16 15:11:19.114000
https://github.com/ilkhem/icebeem
69
Ice-beem: Identifiable conditional energy-based deep models based on nonlinear ica
https://scholar.google.com/scholar?cluster=384384070295711356&hl=en&as_sdt=0,5
2
2,020
CogLTX: Applying BERT to Long Texts
90
neurips
45
15
2023-06-16 15:11:19.307000
https://github.com/Sleepychord/CogLTX
237
Cogltx: Applying bert to long texts
https://scholar.google.com/scholar?cluster=18138927852402221262&hl=en&as_sdt=0,5
3
2,020
Uncertainty Aware Semi-Supervised Learning on Graph Data
51
neurips
7
0
2023-06-16 15:11:19.500000
https://github.com/zxj32/uncertainty-GNN
31
Uncertainty aware semi-supervised learning on graph data
https://scholar.google.com/scholar?cluster=4897163804428494443&hl=en&as_sdt=0,5
1
2,020
ConvBERT: Improving BERT with Span-based Dynamic Convolution
118
neurips
52
5
2023-06-16 15:11:19.692000
https://github.com/yitu-opensource/ConvBert
239
Convbert: Improving bert with span-based dynamic convolution
https://scholar.google.com/scholar?cluster=10192234385431493258&hl=en&as_sdt=0,41
9
2,020
Practical No-box Adversarial Attacks against DNNs
34
neurips
3
1
2023-06-16 15:11:19.886000
https://github.com/qizhangli/nobox-attacks
28
Practical no-box adversarial attacks against dnns
https://scholar.google.com/scholar?cluster=6838267970372396918&hl=en&as_sdt=0,5
2
2,020
Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization
6
neurips
1
0
2023-06-16 15:11:20.078000
https://github.com/hassanmortagy/Walking-in-the-Shadow
1
Walking in the shadow: A new perspective on descent directions for constrained minimization
https://scholar.google.com/scholar?cluster=1091839893594685655&hl=en&as_sdt=0,33
2
2,020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation
59
neurips
8
3
2023-06-16 15:11:20.271000
https://github.com/yogeshbalaji/robustOT
37
Robust optimal transport with applications in generative modeling and domain adaptation
https://scholar.google.com/scholar?cluster=12381846774517697347&hl=en&as_sdt=0,21
1
2,020
Autofocused oracles for model-based design
48
neurips
0
1
2023-06-16 15:11:20.479000
https://github.com/clarafy/autofocused_oracles
7
Autofocused oracles for model-based design
https://scholar.google.com/scholar?cluster=6937579487208451262&hl=en&as_sdt=0,3
1
2,020
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning
22
neurips
5
0
2023-06-16 15:11:20.671000
https://github.com/younggyoseo/trajectory_mcl
36
Trajectory-wise multiple choice learning for dynamics generalization in reinforcement learning
https://scholar.google.com/scholar?cluster=648830007414407622&hl=en&as_sdt=0,33
3
2,020
CompRess: Self-Supervised Learning by Compressing Representations
56
neurips
12
0
2023-06-16 15:11:20.863000
https://github.com/UMBCvision/CompReSS
73
Compress: Self-supervised learning by compressing representations
https://scholar.google.com/scholar?cluster=6444771032611059422&hl=en&as_sdt=0,5
5
2,020
Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN
16
neurips
3
1
2023-06-16 15:11:21.055000
https://github.com/duolala1/Reconstructing-Perceptive-Images-from-Brain-Activity-by-Shape-Semantic-GAN
13
Reconstructing perceptive images from brain activity by shape-semantic GAN
https://scholar.google.com/scholar?cluster=18044755082798532975&hl=en&as_sdt=0,10
2
2,020
A Spectral Energy Distance for Parallel Speech Synthesis
44
neurips
7,320
1,025
2023-06-16 15:11:21.248000
https://github.com/google-research/google-research
29,776
A spectral energy distance for parallel speech synthesis
https://scholar.google.com/scholar?cluster=9787276349444445830&hl=en&as_sdt=0,5
727
2,020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
125
neurips
41
5
2023-06-16 15:11:21.441000
https://github.com/dicarlolab/vonenet
103
Simulating a primary visual cortex at the front of CNNs improves robustness to image perturbations
https://scholar.google.com/scholar?cluster=14266709854899740173&hl=en&as_sdt=0,44
15
2,020
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift
13
neurips
3
2
2023-06-16 15:11:21.633000
https://github.com/ZaydH/arbitrary_pu
12
Learning from positive and unlabeled data with arbitrary positive shift
https://scholar.google.com/scholar?cluster=15991809969582276499&hl=en&as_sdt=0,34
4
2,020
Deep Energy-based Modeling of Discrete-Time Physics
38
neurips
0
0
2023-06-16 15:11:21.826000
https://github.com/tksmatsubara/discrete-autograd
14
Deep energy-based modeling of discrete-time physics
https://scholar.google.com/scholar?cluster=17442296376869037659&hl=en&as_sdt=0,31
2
2,020
Self-Learning Transformations for Improving Gaze and Head Redirection
31
neurips
13
5
2023-06-16 15:11:22.019000
https://github.com/swook/faze_preprocess
36
Self-learning transformations for improving gaze and head redirection
https://scholar.google.com/scholar?cluster=5970866983104779512&hl=en&as_sdt=0,22
3
2,020
Language-Conditioned Imitation Learning for Robot Manipulation Tasks
73
neurips
18
4
2023-06-16 15:11:22.212000
https://github.com/ir-lab/LanguagePolicies
56
Language-conditioned imitation learning for robot manipulation tasks
https://scholar.google.com/scholar?cluster=6592795961085192473&hl=en&as_sdt=0,26
4
2,020
Node Embeddings and Exact Low-Rank Representations of Complex Networks
25
neurips
2
0
2023-06-16 15:11:22.405000
https://github.com/schariya/exact-embeddings
1
Node embeddings and exact low-rank representations of complex networks
https://scholar.google.com/scholar?cluster=7942197443873251549&hl=en&as_sdt=0,33
3
2,020
Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications
66
neurips
820
36
2023-06-16 15:11:22.597000
https://github.com/deepmind/open_spiel
3,697
Fictitious play for mean field games: Continuous time analysis and applications
https://scholar.google.com/scholar?cluster=15909658431053288076&hl=en&as_sdt=0,6
106
2,020
Interferobot: aligning an optical interferometer by a reinforcement learning agent
11
neurips
0
1
2023-06-16 15:11:22.790000
https://github.com/dmitrySorokin/interferobotProject
8
Interferobot: aligning an optical interferometer by a reinforcement learning agent
https://scholar.google.com/scholar?cluster=2017472169343079097&hl=en&as_sdt=0,33
2
2,020
Principal Neighbourhood Aggregation for Graph Nets
375
neurips
54
1
2023-06-16 15:11:22.982000
https://github.com/lukecavabarrett/pna
309
Principal neighbourhood aggregation for graph nets
https://scholar.google.com/scholar?cluster=16853110833313152641&hl=en&as_sdt=0,33
5
2,020
Instance Selection for GANs
34
neurips
4
3
2023-06-16 15:11:23.175000
https://github.com/uoguelph-mlrg/instance_selection_for_gans
42
Instance selection for gans
https://scholar.google.com/scholar?cluster=17012682042599095713&hl=en&as_sdt=0,44
7
2,020
Video Frame Interpolation without Temporal Priors
18
neurips
3
1
2023-06-16 15:11:23.367000
https://github.com/yjzhang96/UTI-VFI
31
Video frame interpolation without temporal priors
https://scholar.google.com/scholar?cluster=2687678947317958892&hl=en&as_sdt=0,33
4
2,020
Learning compositional functions via multiplicative weight updates
14
neurips
0
0
2023-06-16 15:11:23.564000
https://github.com/jxbz/madam
48
Learning compositional functions via multiplicative weight updates
https://scholar.google.com/scholar?cluster=4109629922045417832&hl=en&as_sdt=0,5
6
2,020
The interplay between randomness and structure during learning in RNNs
34
neurips
4
0
2023-06-16 15:11:23.756000
https://github.com/frschu/neurips_2020_interplay_randomness_structure
2
The interplay between randomness and structure during learning in RNNs
https://scholar.google.com/scholar?cluster=12747185201874235106&hl=en&as_sdt=0,33
1
2,020
Group Contextual Encoding for 3D Point Clouds
4
neurips
2
0
2023-06-16 15:11:23.949000
https://github.com/AsahiLiu/PointDetectron
17
Group contextual encoding for 3d point clouds
https://scholar.google.com/scholar?cluster=18035326901258524486&hl=en&as_sdt=0,33
1
2,020
Is normalization indispensable for training deep neural network?
43
neurips
2
0
2023-06-16 15:11:24.141000
https://github.com/hukkai/rescaling
33
Is normalization indispensable for training deep neural network?
https://scholar.google.com/scholar?cluster=13638844365029775861&hl=en&as_sdt=0,34
1
2,020
Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks
43
neurips
3
1
2023-06-16 15:11:24.333000
https://github.com/AmirooR/IntraOrderPreservingCalibration
11
Intra order-preserving functions for calibration of multi-class neural networks
https://scholar.google.com/scholar?cluster=4818750365991041990&hl=en&as_sdt=0,33
3
2,020
Linear Time Sinkhorn Divergences using Positive Features
16
neurips
4
0
2023-06-16 15:11:24.525000
https://github.com/meyerscetbon/LinearSinkhorn
16
Linear time Sinkhorn divergences using positive features
https://scholar.google.com/scholar?cluster=5122167736110613142&hl=en&as_sdt=0,43
2
2,020
VarGrad: A Low-Variance Gradient Estimator for Variational Inference
14
neurips
0
1
2023-06-16 15:11:24.717000
https://github.com/aboustati/vargrad
12
VarGrad: a low-variance gradient estimator for variational inference
https://scholar.google.com/scholar?cluster=16870506199120747314&hl=en&as_sdt=0,33
4
2,020
A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction
6
neurips
0
2
2023-06-16 15:11:24.909000
https://github.com/WuLoli/CAECseq
2
A convolutional auto-encoder for haplotype assembly and viral quasispecies reconstruction
https://scholar.google.com/scholar?cluster=627030552528297106&hl=en&as_sdt=0,33
1
2,020
Adversarial Counterfactual Learning and Evaluation for Recommender System
24
neurips
8
0
2023-06-16 15:11:25.102000
https://github.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System
21
Adversarial counterfactual learning and evaluation for recommender system
https://scholar.google.com/scholar?cluster=8553459307205349621&hl=en&as_sdt=0,16
2
2,020
Memory-Efficient Learning of Stable Linear Dynamical Systems for Prediction and Control
16
neurips
4
0
2023-06-16 15:11:25.295000
https://github.com/giorgosmamakoukas/MemoryEfficientStableLDS
17
Memory-efficient learning of stable linear dynamical systems for prediction and control
https://scholar.google.com/scholar?cluster=6270757032099202742&hl=en&as_sdt=0,33
2
2,020
RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder
53
neurips
26
10
2023-06-16 15:11:25.498000
https://github.com/microsoft/RelationNet2
209
Relationnet++: Bridging visual representations for object detection via transformer decoder
https://scholar.google.com/scholar?cluster=2597487558534489609&hl=en&as_sdt=0,33
24
2,020
Neurosymbolic Transformers for Multi-Agent Communication
18
neurips
2
0
2023-06-16 15:11:25.690000
https://github.com/jinala/multi-agent-neurosym-transformers
16
Neurosymbolic transformers for multi-agent communication
https://scholar.google.com/scholar?cluster=4554423143327303574&hl=en&as_sdt=0,33
1
2,020
Fairness in Streaming Submodular Maximization: Algorithms and Hardness
29
neurips
7,320
1,025
2023-06-16 15:11:25.882000
https://github.com/google-research/google-research
29,776
Fairness in streaming submodular maximization: Algorithms and hardness
https://scholar.google.com/scholar?cluster=762679963021898212&hl=en&as_sdt=0,11
727
2,020
Smoothed Geometry for Robust Attribution
36
neurips
1
0
2023-06-16 15:11:26.075000
https://github.com/zifanw/smoothed_geometry
7
Smoothed geometry for robust attribution
https://scholar.google.com/scholar?cluster=9573430737133381882&hl=en&as_sdt=0,5
1
2,020
Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms
20
neurips
0
0
2023-06-16 15:11:26.266000
https://github.com/saralajew/robust_NPCs
2
Fast adversarial robustness certification of nearest prototype classifiers for arbitrary seminorms
https://scholar.google.com/scholar?cluster=5975974193120629268&hl=en&as_sdt=0,39
1
2,020
Multi-agent active perception with prediction rewards
9
neurips
0
0
2023-06-16 15:11:26.459000
https://github.com/laurimi/multiagent-prediction-reward
9
Multi-agent active perception with prediction rewards
https://scholar.google.com/scholar?cluster=16061069900902871568&hl=en&as_sdt=0,50
4
2,020
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations
53
neurips
6
1
2023-06-16 15:11:26.650000
https://github.com/davrempe/caspr
66
Caspr: Learning canonical spatiotemporal point cloud representations
https://scholar.google.com/scholar?cluster=2193354072785076555&hl=en&as_sdt=0,18
10
2,020
Deep Automodulators
2
neurips
2
0
2023-06-16 15:11:26.842000
https://github.com/AaltoVision/automodulator
14
Deep automodulators
https://scholar.google.com/scholar?cluster=15567958931014667232&hl=en&as_sdt=0,33
2
2,020
Convolutional Tensor-Train LSTM for Spatio-Temporal Learning
83
neurips
31
15
2023-06-16 15:11:27.035000
https://github.com/NVlabs/conv-tt-lstm
111
Convolutional tensor-train lstm for spatio-temporal learning
https://scholar.google.com/scholar?cluster=14678206680499883821&hl=en&as_sdt=0,5
5
2,020
The Potts-Ising model for discrete multivariate data
3
neurips
0
0
2023-06-16 15:11:27.227000
https://github.com/aaamini/pois_comparisons
1
The Potts-Ising model for discrete multivariate data
https://scholar.google.com/scholar?cluster=6863880968599010032&hl=en&as_sdt=0,33
1
2,020
MinMax Methods for Optimal Transport and Beyond: Regularization, Approximation and Numerics
5
neurips
1
0
2023-06-16 15:11:27.419000
https://github.com/stephaneckstein/minmaxot
1
Minmax methods for optimal transport and beyond: Regularization, approximation and numerics
https://scholar.google.com/scholar?cluster=13129304767916620268&hl=en&as_sdt=0,33
1
2,020
A Discrete Variational Recurrent Topic Model without the Reparametrization Trick
22
neurips
2
1
2023-06-16 15:11:27.611000
https://github.com/mmrezaee/VRTM
10
A discrete variational recurrent topic model without the reparametrization trick
https://scholar.google.com/scholar?cluster=14340020828627005891&hl=en&as_sdt=0,33
2
2,020
Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces
8
neurips
0
0
2023-06-16 15:11:27.803000
https://github.com/akashsaha06/NeurIPS-2020
2
Learning with operator-valued kernels in reproducing kernel Krein spaces
https://scholar.google.com/scholar?cluster=13474809885434499902&hl=en&as_sdt=0,32
1
2,020
Learning Bounds for Risk-sensitive Learning
35
neurips
1
0
2023-06-16 15:11:27.996000
https://github.com/jaeho-lee/oce
5
Learning bounds for risk-sensitive learning
https://scholar.google.com/scholar?cluster=14340544354224111780&hl=en&as_sdt=0,13
1
2,020
Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints
92
neurips
13
0
2023-06-16 15:11:28.189000
https://github.com/mfinzi/constrained-hamiltonian-neural-networks
87
Simplifying hamiltonian and lagrangian neural networks via explicit constraints
https://scholar.google.com/scholar?cluster=2817099507045066025&hl=en&as_sdt=0,15
5
2,020
Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency
60
neurips
1
1
2023-06-16 15:11:28.382000
https://github.com/wichmann-lab/error-consistency
6
Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency
https://scholar.google.com/scholar?cluster=13784841370093089337&hl=en&as_sdt=0,33
3
2,020
RANet: Region Attention Network for Semantic Segmentation
23
neurips
3
0
2023-06-16 15:11:28.575000
https://github.com/dingguo1996/RANet
32
Ranet: Region attention network for semantic segmentation
https://scholar.google.com/scholar?cluster=10094620109587185343&hl=en&as_sdt=0,41
3
2,020
Learning sparse codes from compressed representations with biologically plausible local wiring constraints
2
neurips
0
0
2023-06-16 15:11:28.768000
https://github.com/siplab-gt/localized-sparse-coding
1
Learning sparse codes from compressed representations with biologically plausible local wiring constraints
https://scholar.google.com/scholar?cluster=16665600177860294505&hl=en&as_sdt=0,10
2
2,020
Directional Pruning of Deep Neural Networks
26
neurips
8
2
2023-06-16 15:11:28.960000
https://github.com/donlan2710/gRDA-Optimizer
40
Directional pruning of deep neural networks
https://scholar.google.com/scholar?cluster=8389784571669099879&hl=en&as_sdt=0,5
3
2,020
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity
10
neurips
4
0
2023-06-16 15:11:29.152000
https://github.com/L0SG/NanoFlow
64
Nanoflow: Scalable normalizing flows with sublinear parameter complexity
https://scholar.google.com/scholar?cluster=2139954886810739910&hl=en&as_sdt=0,5
4
2,020
Graph Cross Networks with Vertex Infomax Pooling
44
neurips
10
7
2023-06-16 15:11:29.345000
https://github.com/limaosen0/GXN
44
Graph cross networks with vertex infomax pooling
https://scholar.google.com/scholar?cluster=12147623399962209676&hl=en&as_sdt=0,5
4
2,020
MOPO: Model-based Offline Policy Optimization
454
neurips
40
9
2023-06-16 15:11:29.537000
https://github.com/tianheyu927/mopo
142
Mopo: Model-based offline policy optimization
https://scholar.google.com/scholar?cluster=17944635357002581259&hl=en&as_sdt=0,47
8
2,020
Building powerful and equivariant graph neural networks with structural message-passing
85
neurips
2
1
2023-06-16 15:11:29.729000
https://github.com/cvignac/SMP
21
Building powerful and equivariant graph neural networks with structural message-passing
https://scholar.google.com/scholar?cluster=9701369192475707124&hl=en&as_sdt=0,5
4
2,020
Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning
54
neurips
7
2
2023-06-16 15:11:29.922000
https://github.com/sebascuri/hucrl
28
Efficient model-based reinforcement learning through optimistic policy search and planning
https://scholar.google.com/scholar?cluster=13950651557612001480&hl=en&as_sdt=0,5
2
2,020
Practical Low-Rank Communication Compression in Decentralized Deep Learning
26
neurips
1
0
2023-06-16 15:11:30.115000
https://github.com/epfml/powergossip
7
Practical low-rank communication compression in decentralized deep learning
https://scholar.google.com/scholar?cluster=326168580277977318&hl=en&as_sdt=0,20
6
2,020
3D Shape Reconstruction from Vision and Touch
27
neurips
13
0
2023-06-16 15:11:30.307000
https://github.com/facebookresearch/3D-Vision-and-Touch
59
3d shape reconstruction from vision and touch
https://scholar.google.com/scholar?cluster=5012332327817595589&hl=en&as_sdt=0,39
10
2,020
GradAug: A New Regularization Method for Deep Neural Networks
22
neurips
6
1
2023-06-16 15:11:30.521000
https://github.com/taoyang1122/GradAug
90
Gradaug: A new regularization method for deep neural networks
https://scholar.google.com/scholar?cluster=6983882752578782153&hl=en&as_sdt=0,36
6
2,020
An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay
36
neurips
5
0
2023-06-16 15:11:30.714000
https://github.com/sfujim/LAP-PAL
27
An equivalence between loss functions and non-uniform sampling in experience replay
https://scholar.google.com/scholar?cluster=7573921906024948700&hl=en&as_sdt=0,5
1
2,020
Rational neural networks
40
neurips
4
1
2023-06-16 15:11:30.906000
https://github.com/NBoulle/RationalNets
18
Rational neural networks
https://scholar.google.com/scholar?cluster=12116003355526084292&hl=en&as_sdt=0,5
5
2,020
DISK: Learning local features with policy gradient
124
neurips
31
2
2023-06-16 15:11:31.098000
https://github.com/cvlab-epfl/disk
217
DISK: Learning local features with policy gradient
https://scholar.google.com/scholar?cluster=3357995340662303301&hl=en&as_sdt=0,5
13
2,020