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deepkyu
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github-as-altmetric

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Differentially Private Learning Needs Better Features (or Much More Data)
144
iclr
15
0
2023-06-18 09:24:30.750000
https://github.com/ftramer/Handcrafted-DP
67
Differentially private learning needs better features (or much more data)
https://scholar.google.com/scholar?cluster=17298633673163365273&hl=en&as_sdt=0,33
1
2,021
Unsupervised Object Keypoint Learning using Local Spatial Predictability
21
iclr
2
1
2023-06-18 09:24:30.953000
https://github.com/agopal42/permakey
10
Unsupervised object keypoint learning using local spatial predictability
https://scholar.google.com/scholar?cluster=2846223975982040461&hl=en&as_sdt=0,43
3
2,021
DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs
11
iclr
117
2
2023-06-18 09:24:31.156000
https://github.com/maximecb/gym-miniworld
610
Deepaveragers: Offline reinforcement learning by solving derived non-parametric mdps
https://scholar.google.com/scholar?cluster=11392379415434294495&hl=en&as_sdt=0,33
18
2,021
Learning from Protein Structure with Geometric Vector Perceptrons
141
iclr
35
8
2023-06-18 09:24:31.359000
https://github.com/drorlab/gvp-pytorch
167
Learning from protein structure with geometric vector perceptrons
https://scholar.google.com/scholar?cluster=151372908751868472&hl=en&as_sdt=0,33
11
2,021
Undistillable: Making A Nasty Teacher That CANNOT teach students
24
iclr
12
3
2023-06-18 09:24:31.562000
https://github.com/VITA-Group/Nasty-Teacher
77
Undistillable: Making a nasty teacher that cannot teach students
https://scholar.google.com/scholar?cluster=3474115554286885687&hl=en&as_sdt=0,10
12
2,021
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
112
iclr
168
63
2023-06-18 09:24:31.765000
https://github.com/zalandoresearch/pytorch-ts
1,006
Multivariate probabilistic time series forecasting via conditioned normalizing flows
https://scholar.google.com/scholar?cluster=1580250645511202930&hl=en&as_sdt=0,33
24
2,021
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels
484
iclr
51
2
2023-06-18 09:24:31.968000
https://github.com/denisyarats/drq
376
Image augmentation is all you need: Regularizing deep reinforcement learning from pixels
https://scholar.google.com/scholar?cluster=11402905305811900268&hl=en&as_sdt=0,33
13
2,021
A Gradient Flow Framework For Analyzing Network Pruning
28
iclr
7
0
2023-06-18 09:24:32.171000
https://github.com/EkdeepSLubana/flowandprune
21
A gradient flow framework for analyzing network pruning
https://scholar.google.com/scholar?cluster=82764651389872637&hl=en&as_sdt=0,5
2
2,021
The Intrinsic Dimension of Images and Its Impact on Learning
100
iclr
5
1
2023-06-18 09:24:32.374000
https://github.com/ppope/dimensions
49
The intrinsic dimension of images and its impact on learning
https://scholar.google.com/scholar?cluster=4972021380000634715&hl=en&as_sdt=0,44
6
2,021
Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy
4
iclr
1
0
2023-06-18 09:24:32.578000
https://github.com/TaikiMiyagawa/SPRT-TANDEM
12
Sequential density ratio estimation for simultaneous optimization of speed and accuracy
https://scholar.google.com/scholar?cluster=17595723028286278692&hl=en&as_sdt=0,10
4
2,021
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference
33
iclr
1
0
2023-06-18 09:24:32.781000
https://github.com/sanghyun-hong/deepsloth
13
A panda? no, it's a sloth: Slowdown attacks on adaptive multi-exit neural network inference
https://scholar.google.com/scholar?cluster=7387967890679036055&hl=en&as_sdt=0,43
2
2,021
Orthogonalizing Convolutional Layers with the Cayley Transform
62
iclr
7
0
2023-06-18 09:24:32.984000
https://github.com/locuslab/orthogonal-convolutions
36
Orthogonalizing convolutional layers with the cayley transform
https://scholar.google.com/scholar?cluster=7972253340344904687&hl=en&as_sdt=0,33
3
2,021
Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning
23
iclr
5
1
2023-06-18 09:24:33.187000
https://github.com/db-Lee/Meta-GMVAE
33
Meta-gmvae: Mixture of gaussian vae for unsupervised meta-learning
https://scholar.google.com/scholar?cluster=2848780669531491814&hl=en&as_sdt=0,33
2
2,021
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN
78
iclr
1
1
2023-06-18 09:24:33.391000
https://github.com/shangqing-liu/CCSD-benchmark-for-code-summarization
17
Retrieval-augmented generation for code summarization via hybrid gnn
https://scholar.google.com/scholar?cluster=1074914140927042539&hl=en&as_sdt=0,33
2
2,021
Self-supervised Visual Reinforcement Learning with Object-centric Representations
18
iclr
3
0
2023-06-18 09:24:33.596000
https://github.com/martius-lab/SMORL
19
Self-supervised visual reinforcement learning with object-centric representations
https://scholar.google.com/scholar?cluster=14115681907548561734&hl=en&as_sdt=0,19
4
2,021
Neural Topic Model via Optimal Transport
26
iclr
5
0
2023-06-18 09:24:33.807000
https://github.com/ethanhezhao/NeuralSinkhornTopicModel
14
Neural topic model via optimal transport
https://scholar.google.com/scholar?cluster=689828574745146932&hl=en&as_sdt=0,14
1
2,021
Memory Optimization for Deep Networks
14
iclr
19
1
2023-06-18 09:24:34.023000
https://github.com/utsaslab/MONeT
166
Memory optimization for deep networks
https://scholar.google.com/scholar?cluster=6587488061913328550&hl=en&as_sdt=0,5
10
2,021
Stabilized Medical Image Attacks
19
iclr
1
3
2023-06-18 09:24:34.226000
https://github.com/imogenqi/SMA
5
Stabilized medical image attacks
https://scholar.google.com/scholar?cluster=5943786222126044204&hl=en&as_sdt=0,5
1
2,021
Quantifying Differences in Reward Functions
34
iclr
5
6
2023-06-18 09:24:34.431000
https://github.com/HumanCompatibleAI/evaluating-rewards
52
Quantifying differences in reward functions
https://scholar.google.com/scholar?cluster=3868524216566349741&hl=en&as_sdt=0,33
10
2,021
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery
77
iclr
1
0
2023-06-18 09:24:34.637000
https://github.com/yutxie/mars
2
Mars: Markov molecular sampling for multi-objective drug discovery
https://scholar.google.com/scholar?cluster=3117547435494031636&hl=en&as_sdt=0,47
1
2,021
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs
81
iclr
5
2
2023-06-18 09:24:34.866000
https://github.com/qualcomm-ai-research/gauge-equivariant-mesh-cnn
56
Gauge equivariant mesh CNNs: Anisotropic convolutions on geometric graphs
https://scholar.google.com/scholar?cluster=17703338276692634777&hl=en&as_sdt=0,5
5
2,021
Revisiting Dynamic Convolution via Matrix Decomposition
34
iclr
13
4
2023-06-18 09:24:35.070000
https://github.com/liyunsheng13/dcd
116
Revisiting dynamic convolution via matrix decomposition
https://scholar.google.com/scholar?cluster=18300094964606568091&hl=en&as_sdt=0,7
5
2,021
Explainable Deep One-Class Classification
138
iclr
58
10
2023-06-18 09:24:35.273000
https://github.com/liznerski/fcdd
198
Explainable deep one-class classification
https://scholar.google.com/scholar?cluster=1382712243609022780&hl=en&as_sdt=0,31
10
2,021
Neural Pruning via Growing Regularization
71
iclr
17
0
2023-06-18 09:24:35.476000
https://github.com/mingsun-tse/regularization-pruning
70
Neural pruning via growing regularization
https://scholar.google.com/scholar?cluster=12329421876682813123&hl=en&as_sdt=0,6
5
2,021
Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition
36
iclr
21
2
2023-06-18 09:24:35.680000
https://github.com/LeePleased/NegSampling-NER
130
Empirical analysis of unlabeled entity problem in named entity recognition
https://scholar.google.com/scholar?cluster=2091894969577971912&hl=en&as_sdt=0,5
2
2,021
Nearest Neighbor Machine Translation
160
iclr
41
4
2023-06-18 09:24:35.883000
https://github.com/urvashik/knnlm
253
Nearest neighbor machine translation
https://scholar.google.com/scholar?cluster=6208883901750253359&hl=en&as_sdt=0,10
7
2,021
Wandering within a world: Online contextualized few-shot learning
25
iclr
6
2
2023-06-18 09:24:36.087000
https://github.com/renmengye/oc-fewshot-public
21
Wandering within a world: Online contextualized few-shot learning
https://scholar.google.com/scholar?cluster=17017727329271450811&hl=en&as_sdt=0,5
8
2,021
AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models
63
iclr
12
2
2023-06-18 09:24:36.289000
https://github.com/datake/AdaGCN
50
Adagcn: Adaboosting graph convolutional networks into deep models
https://scholar.google.com/scholar?cluster=9537937835922263498&hl=en&as_sdt=0,3
4
2,021
Meta Back-Translation
16
iclr
7,332
1,026
2023-06-18 09:24:36.493000
https://github.com/google-research/google-research
29,803
Meta back-translation
https://scholar.google.com/scholar?cluster=8104983143273406902&hl=en&as_sdt=0,5
728
2,021
Viewmaker Networks: Learning Views for Unsupervised Representation Learning
49
iclr
11
2
2023-06-18 09:24:36.695000
https://github.com/alextamkin/viewmaker
32
Viewmaker networks: Learning views for unsupervised representation learning
https://scholar.google.com/scholar?cluster=5109645673103206177&hl=en&as_sdt=0,3
2
2,021
Negative Data Augmentation
59
iclr
4
0
2023-06-18 09:24:36.898000
https://github.com/ermongroup/NDA
22
Negative data augmentation
https://scholar.google.com/scholar?cluster=1155111694700482040&hl=en&as_sdt=0,5
8
2,021
Teaching with Commentaries
21
iclr
1
2
2023-06-18 09:24:37.101000
https://github.com/googleinterns/commentaries
5
Teaching with commentaries
https://scholar.google.com/scholar?cluster=12512263277235607257&hl=en&as_sdt=0,5
2
2,021
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
243
iclr
21
3
2023-06-18 09:24:37.305000
https://github.com/uds-lsv/bert-stable-fine-tuning
128
On the stability of fine-tuning bert: Misconceptions, explanations, and strong baselines
https://scholar.google.com/scholar?cluster=5096550339009628342&hl=en&as_sdt=0,5
12
2,021
Variational Information Bottleneck for Effective Low-Resource Fine-Tuning
34
iclr
4
1
2023-06-18 09:24:37.509000
https://github.com/rabeehk/vibert
25
Variational information bottleneck for effective low-resource fine-tuning
https://scholar.google.com/scholar?cluster=8332334041068386059&hl=en&as_sdt=0,5
2
2,021
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
117
iclr
7
0
2023-06-18 09:24:37.712000
https://github.com/JonasGeiping/poisoning-gradient-matching
77
Witches' brew: Industrial scale data poisoning via gradient matching
https://scholar.google.com/scholar?cluster=12446963321584021008&hl=en&as_sdt=0,5
2
2,021
Deberta: decoding-Enhanced Bert with Disentangled Attention
1,009
iclr
188
56
2023-06-18 09:24:37.916000
https://github.com/microsoft/DeBERTa
1,587
Deberta: Decoding-enhanced bert with disentangled attention
https://scholar.google.com/scholar?cluster=17165415294113919367&hl=en&as_sdt=0,46
44
2,021
Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning
13
iclr
2
0
2023-06-18 09:24:38.119000
https://github.com/isi-usc-edu/gttf
7
Graph traversal with tensor functionals: A meta-algorithm for scalable learning
https://scholar.google.com/scholar?cluster=4421735277125867362&hl=en&as_sdt=0,5
4
2,021
Diverse Video Generation using a Gaussian Process Trigger
5
iclr
6
1
2023-06-18 09:24:38.323000
https://github.com/shgaurav1/DVG
16
Diverse video generation using a Gaussian process trigger
https://scholar.google.com/scholar?cluster=4423790628235777527&hl=en&as_sdt=0,34
4
2,021
Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU
64
iclr
26
13
2023-06-18 09:24:38.527000
https://github.com/patrick-kidger/signatory
222
Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU
https://scholar.google.com/scholar?cluster=17137105822248313945&hl=en&as_sdt=0,32
10
2,021
MoPro: Webly Supervised Learning with Momentum Prototypes
63
iclr
8
0
2023-06-18 09:24:38.743000
https://github.com/salesforce/MoPro
79
Mopro: Webly supervised learning with momentum prototypes
https://scholar.google.com/scholar?cluster=3510417880461380553&hl=en&as_sdt=0,5
9
2,021
A Universal Representation Transformer Layer for Few-Shot Image Classification
93
iclr
18
3
2023-06-18 09:24:38.964000
https://github.com/liulu112601/URT
96
A universal representation transformer layer for few-shot image classification
https://scholar.google.com/scholar?cluster=6018140255832554871&hl=en&as_sdt=0,22
4
2,021
Learning perturbation sets for robust machine learning
61
iclr
9
0
2023-06-18 09:24:39.168000
https://github.com/locuslab/perturbation_learning
63
Learning perturbation sets for robust machine learning
https://scholar.google.com/scholar?cluster=14923687105877479161&hl=en&as_sdt=0,33
10
2,021
CopulaGNN: Towards Integrating Representational and Correlational Roles of Graphs in Graph Neural Networks
10
iclr
3
0
2023-06-18 09:24:39.370000
https://github.com/jiaqima/CopulaGNN
10
Copulagnn: Towards integrating representational and correlational roles of graphs in graph neural networks
https://scholar.google.com/scholar?cluster=15600465450888406918&hl=en&as_sdt=0,33
4
2,021
On the Critical Role of Conventions in Adaptive Human-AI Collaboration
24
iclr
4
0
2023-06-18 09:24:39.573000
https://github.com/Stanford-ILIAD/Conventions-ModularPolicy
11
On the critical role of conventions in adaptive human-AI collaboration
https://scholar.google.com/scholar?cluster=11035601410057323120&hl=en&as_sdt=0,33
2
2,021
On the Bottleneck of Graph Neural Networks and its Practical Implications
338
iclr
18
0
2023-06-18 09:24:39.776000
https://github.com/tech-srl/bottleneck
85
On the bottleneck of graph neural networks and its practical implications
https://scholar.google.com/scholar?cluster=5884209795367025285&hl=en&as_sdt=0,33
6
2,021
Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability
110
iclr
13
1
2023-06-18 09:24:39.979000
https://github.com/locuslab/edge-of-stability
35
Gradient descent on neural networks typically occurs at the edge of stability
https://scholar.google.com/scholar?cluster=1829576952258168273&hl=en&as_sdt=0,5
3
2,021
The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers
36
iclr
2
0
2023-06-18 09:24:40.182000
https://github.com/preetum/deep-bootstrap-code
3
The deep bootstrap framework: Good online learners are good offline generalizers
https://scholar.google.com/scholar?cluster=6565841002314510004&hl=en&as_sdt=0,33
1
2,021
What Can You Learn From Your Muscles? Learning Visual Representation from Human Interactions
1
iclr
5
0
2023-06-18 09:24:40.387000
https://github.com/ehsanik/muscleTorch
34
What can you learn from your muscles? Learning visual representation from human interactions
https://scholar.google.com/scholar?cluster=550456704334967809&hl=en&as_sdt=0,33
4
2,021
EEC: Learning to Encode and Regenerate Images for Continual Learning
33
iclr
2
1
2023-06-18 09:24:40.590000
https://github.com/aliayub7/EEC
6
Eec: Learning to encode and regenerate images for continual learning
https://scholar.google.com/scholar?cluster=4496455065101916683&hl=en&as_sdt=0,22
1
2,021
MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space
37
iclr
7
0
2023-06-18 09:24:40.813000
https://github.com/jamestszhim/modals
39
Modals: Modality-agnostic automated data augmentation in the latent space
https://scholar.google.com/scholar?cluster=500252256958905673&hl=en&as_sdt=0,39
3
2,021
Learning the Pareto Front with Hypernetworks
65
iclr
10
0
2023-06-18 09:24:41.016000
https://github.com/AvivNavon/pareto-hypernetworks
83
Learning the pareto front with hypernetworks
https://scholar.google.com/scholar?cluster=13675122104724715473&hl=en&as_sdt=0,50
3
2,021
Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors
28
iclr
15
2
2023-06-18 09:24:41.219000
https://github.com/asharakeh/probdet
54
Estimating and evaluating regression predictive uncertainty in deep object detectors
https://scholar.google.com/scholar?cluster=3972283505781057189&hl=en&as_sdt=0,33
1
2,021
BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction
143
iclr
46
21
2023-06-18 09:24:41.423000
https://github.com/yhhhli/BRECQ
180
Brecq: Pushing the limit of post-training quantization by block reconstruction
https://scholar.google.com/scholar?cluster=4375514065793876125&hl=en&as_sdt=0,31
6
2,021
GraphCodeBERT: Pre-training Code Representations with Data Flow
358
iclr
346
41
2023-06-18 09:24:41.630000
https://github.com/microsoft/CodeBERT
1,451
Graphcodebert: Pre-training code representations with data flow
https://scholar.google.com/scholar?cluster=12215762142211425404&hl=en&as_sdt=0,33
25
2,021
Improve Object Detection with Feature-based Knowledge Distillation: Towards Accurate and Efficient Detectors
99
iclr
6
7
2023-06-18 09:24:41.834000
https://github.com/ArchipLab-LinfengZhang/Object-Detection-Knowledge-Distillation-ICLR2021
49
Improve object detection with feature-based knowledge distillation: Towards accurate and efficient detectors
https://scholar.google.com/scholar?cluster=4883781250295766379&hl=en&as_sdt=0,33
5
2,021
A Temporal Kernel Approach for Deep Learning with Continuous-time Information
2
iclr
53
12
2023-06-18 09:24:42.037000
https://github.com/StatsDLMathsRecomSys/Inductive-representation-learning-on-temporal-graphs
222
A temporal kernel approach for deep learning with continuous-time information
https://scholar.google.com/scholar?cluster=2677250892342211490&hl=en&as_sdt=0,33
3
2,021
How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision
159
iclr
24
2
2023-06-18 09:24:42.240000
https://github.com/dongkwan-kim/SuperGAT
135
How to find your friendly neighborhood: Graph attention design with self-supervision
https://scholar.google.com/scholar?cluster=7594913044183235646&hl=en&as_sdt=0,33
4
2,021
Interpretable Models for Granger Causality Using Self-explaining Neural Networks
11
iclr
14
0
2023-06-18 09:24:42.443000
https://github.com/i6092467/GVAR
34
Learning interaction rules from multi-animal trajectories via augmented behavioral models
https://scholar.google.com/scholar?cluster=13190745890031985835&hl=en&as_sdt=0,47
1
2,021
Meta-learning Symmetries by Reparameterization
55
iclr
6
1
2023-06-18 09:24:42.646000
https://github.com/AllanYangZhou/metalearning-symmetries
48
Meta-learning symmetries by reparameterization
https://scholar.google.com/scholar?cluster=9023763137137918184&hl=en&as_sdt=0,33
12
2,021
Removing Undesirable Feature Contributions Using Out-of-Distribution Data
17
iclr
2
0
2023-06-18 09:24:42.850000
https://github.com/Saehyung-Lee/OAT
8
Removing undesirable feature contributions using out-of-distribution data
https://scholar.google.com/scholar?cluster=16828055548257424172&hl=en&as_sdt=0,47
1
2,021
On the Universality of the Double Descent Peak in Ridgeless Regression
11
iclr
1
0
2023-06-18 09:24:43.052000
https://github.com/dholzmueller/universal_double_descent
1
On the universality of the double descent peak in ridgeless regression
https://scholar.google.com/scholar?cluster=6446983561543714244&hl=en&as_sdt=0,36
1
2,021
Fair Mixup: Fairness via Interpolation
78
iclr
4
0
2023-06-18 09:24:43.255000
https://github.com/chingyaoc/fair-mixup
54
Fair mixup: Fairness via interpolation
https://scholar.google.com/scholar?cluster=15581530866838341454&hl=en&as_sdt=0,5
2
2,021
Self-supervised Learning from a Multi-view Perspective
119
iclr
8
3
2023-06-18 09:24:43.459000
https://github.com/yaohungt/Demystifying_Self_Supervised_Learning
38
Self-supervised learning from a multi-view perspective
https://scholar.google.com/scholar?cluster=12546454131517763029&hl=en&as_sdt=0,14
6
2,021
Integrating Categorical Semantics into Unsupervised Domain Translation
3
iclr
0
0
2023-06-18 09:24:43.662000
https://github.com/lavoiems/Cats-UDT
4
Integrating categorical semantics into unsupervised domain translation
https://scholar.google.com/scholar?cluster=16605089044349710257&hl=en&as_sdt=0,44
2
2,021
The Unreasonable Effectiveness of Patches in Deep Convolutional Kernels Methods
15
iclr
3
0
2023-06-18 09:24:43.865000
https://github.com/louity/patches
8
The unreasonable effectiveness of patches in deep convolutional kernels methods
https://scholar.google.com/scholar?cluster=1695072614668071777&hl=en&as_sdt=0,5
4
2,021
Open Question Answering over Tables and Text
99
iclr
23
3
2023-06-18 09:24:44.067000
https://github.com/wenhuchen/OTT-QA
135
Open question answering over tables and text
https://scholar.google.com/scholar?cluster=3303883977664528561&hl=en&as_sdt=0,39
4
2,021
Evaluation of Similarity-based Explanations
31
iclr
3
2
2023-06-18 09:24:44.270000
https://github.com/k-hanawa/criteria_for_instance_based_explanation
8
Evaluation of similarity-based explanations
https://scholar.google.com/scholar?cluster=2157018204021335072&hl=en&as_sdt=0,5
3
2,021
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
88
iclr
10
1
2023-06-18 09:24:44.474000
https://github.com/huanzhang12/ATLA_robust_RL
42
Robust reinforcement learning on state observations with learned optimal adversary
https://scholar.google.com/scholar?cluster=16441750250550804230&hl=en&as_sdt=0,14
4
2,021
Hierarchical Autoregressive Modeling for Neural Video Compression
36
iclr
2
0
2023-06-18 09:24:44.678000
https://github.com/privateyoung/Youtube-NT
11
Hierarchical autoregressive modeling for neural video compression
https://scholar.google.com/scholar?cluster=12525554845016581336&hl=en&as_sdt=0,5
2
2,021
Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits
38
iclr
5
1
2023-06-18 09:24:44.881000
https://github.com/jiawangbai/TA-LBF
16
Targeted attack against deep neural networks via flipping limited weight bits
https://scholar.google.com/scholar?cluster=14009845567586991922&hl=en&as_sdt=0,5
1
2,021
Generalized Multimodal ELBO
34
iclr
4
1
2023-06-18 09:24:45.085000
https://github.com/thomassutter/MoPoE
17
Generalized multimodal ELBO
https://scholar.google.com/scholar?cluster=17699698224745360599&hl=en&as_sdt=0,39
2
2,021
Auxiliary Learning by Implicit Differentiation
28
iclr
11
0
2023-06-18 09:24:45.289000
https://github.com/AvivNavon/AuxiLearn
76
Auxiliary learning by implicit differentiation
https://scholar.google.com/scholar?cluster=5217604319390827754&hl=en&as_sdt=0,5
5
2,021
Adversarially Guided Actor-Critic
54
iclr
8
0
2023-06-18 09:24:45.491000
https://github.com/yfletberliac/adversarially-guided-actor-critic
44
Adversarially guided actor-critic
https://scholar.google.com/scholar?cluster=15451474207173582523&hl=en&as_sdt=0,44
4
2,021
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators
103
iclr
10
4
2023-06-18 09:24:45.699000
https://github.com/Meituan-AutoML/DARTS-
55
Darts-: robustly stepping out of performance collapse without indicators
https://scholar.google.com/scholar?cluster=14536849517699271582&hl=en&as_sdt=0,10
2
2,021
Are wider nets better given the same number of parameters?
37
iclr
2
0
2023-06-18 09:24:45.902000
https://github.com/google-research/wide-sparse-nets
18
Are wider nets better given the same number of parameters?
https://scholar.google.com/scholar?cluster=5708484653398941764&hl=en&as_sdt=0,15
5
2,021
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks
101
iclr
5
0
2023-06-18 09:24:46.105000
https://github.com/Jackn0/snn_optimal_conversion_pipeline
27
Optimal conversion of conventional artificial neural networks to spiking neural networks
https://scholar.google.com/scholar?cluster=1643416764815138161&hl=en&as_sdt=0,47
1
2,021
Deep Equals Shallow for ReLU Networks in Kernel Regimes
51
iclr
1
0
2023-06-18 09:24:46.308000
https://github.com/albietz/deep_shallow_kernel
1
Deep equals shallow for ReLU networks in kernel regimes
https://scholar.google.com/scholar?cluster=9990384037530599388&hl=en&as_sdt=0,5
1
2,021
Early Stopping in Deep Networks: Double Descent and How to Eliminate it
32
iclr
7
7
2023-06-18 09:24:46.511000
https://github.com/MLI-lab/early_stopping_double_descent
12
Early stopping in deep networks: Double descent and how to eliminate it
https://scholar.google.com/scholar?cluster=7207613062069404274&hl=en&as_sdt=0,5
3
2,021
FairBatch: Batch Selection for Model Fairness
67
iclr
4
0
2023-06-18 09:24:46.714000
https://github.com/yuji-roh/fairbatch
16
Fairbatch: Batch selection for model fairness
https://scholar.google.com/scholar?cluster=9329551878628232526&hl=en&as_sdt=0,19
2
2,021
Accelerating Convergence of Replica Exchange Stochastic Gradient MCMC via Variance Reduction
5
iclr
3
0
2023-06-18 09:24:46.917000
https://github.com/WayneDW/Variance_Reduced_Replica_Exchange_SGMCMC
8
Accelerating convergence of replica exchange stochastic gradient MCMC via variance reduction
https://scholar.google.com/scholar?cluster=11364151654891538000&hl=en&as_sdt=0,5
3
2,021
The Importance of Pessimism in Fixed-Dataset Policy Optimization
111
iclr
0
1
2023-06-18 09:24:47.120000
https://github.com/jbuckman/tiopifdpo
6
The importance of pessimism in fixed-dataset policy optimization
https://scholar.google.com/scholar?cluster=7642597601487950859&hl=en&as_sdt=0,33
3
2,021
Hopfield Networks is All You Need
242
iclr
158
8
2023-06-18 09:24:47.324000
https://github.com/ml-jku/hopfield-layers
1,488
Hopfield networks is all you need
https://scholar.google.com/scholar?cluster=3659395221954190351&hl=en&as_sdt=0,6
42
2,021
Understanding the failure modes of out-of-distribution generalization
110
iclr
5
0
2023-06-18 09:24:47.527000
https://github.com/google-research/OOD-failures
23
Understanding the failure modes of out-of-distribution generalization
https://scholar.google.com/scholar?cluster=5584692372209891992&hl=en&as_sdt=0,36
5
2,021
Emergent Road Rules In Multi-Agent Driving Environments
13
iclr
21
0
2023-06-18 09:24:47.730000
https://github.com/fidler-lab/social-driving
130
Emergent road rules in multi-agent driving environments
https://scholar.google.com/scholar?cluster=11147585939846933269&hl=en&as_sdt=0,33
12
2,021
Wasserstein-2 Generative Networks
62
iclr
4
0
2023-06-18 09:24:47.934000
https://github.com/iamalexkorotin/Wasserstein2GenerativeNetworks
45
Wasserstein-2 generative networks
https://scholar.google.com/scholar?cluster=5186040077204830092&hl=en&as_sdt=0,23
5
2,021
LEAF: A Learnable Frontend for Audio Classification
91
iclr
50
20
2023-06-18 09:24:48.138000
https://github.com/google-research/leaf-audio
444
LEAF: A learnable frontend for audio classification
https://scholar.google.com/scholar?cluster=14147422070521797916&hl=en&as_sdt=0,33
12
2,021
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms
56
iclr
12
1
2023-06-18 09:24:48.342000
https://github.com/alshedivat/fedpa
44
Federated learning via posterior averaging: A new perspective and practical algorithms
https://scholar.google.com/scholar?cluster=2486025806014234529&hl=en&as_sdt=0,32
2
2,021
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
593
iclr
48
13
2023-06-18 09:24:48.545000
https://github.com/microsoft/ANCE
311
Approximate nearest neighbor negative contrastive learning for dense text retrieval
https://scholar.google.com/scholar?cluster=8917790448070447494&hl=en&as_sdt=0,33
13
2,021
Auxiliary Task Update Decomposition: the Good, the Bad and the neutral
11
iclr
0
0
2023-06-18 09:24:48.748000
https://github.com/ldery/ATTITTUD
9
Auxiliary task update decomposition: The good, the bad and the neutral
https://scholar.google.com/scholar?cluster=5872379773640363834&hl=en&as_sdt=0,33
2
2,021
SSD: A Unified Framework for Self-Supervised Outlier Detection
156
iclr
27
1
2023-06-18 09:24:48.952000
https://github.com/inspire-group/SSD
121
Ssd: A unified framework for self-supervised outlier detection
https://scholar.google.com/scholar?cluster=18087700552913806931&hl=en&as_sdt=0,47
4
2,021
Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning
24
iclr
1
3
2023-06-18 09:24:49.155000
https://github.com/valeriechen/ask-your-humans
9
Ask your humans: Using human instructions to improve generalization in reinforcement learning
https://scholar.google.com/scholar?cluster=12446456886016968703&hl=en&as_sdt=0,47
1
2,021
Revisiting Few-sample BERT Fine-tuning
269
iclr
14
5
2023-06-18 09:24:49.360000
https://github.com/asappresearch/revisit-bert-finetuning
182
Revisiting few-sample BERT fine-tuning
https://scholar.google.com/scholar?cluster=4118367966283373449&hl=en&as_sdt=0,29
2
2,021
Tilted Empirical Risk Minimization
78
iclr
9
1
2023-06-18 09:24:49.563000
https://github.com/litian96/TERM
47
Tilted empirical risk minimization
https://scholar.google.com/scholar?cluster=13273330371410515607&hl=en&as_sdt=0,33
3
2,021
Calibration tests beyond classification
8
iclr
1
1
2023-06-18 09:24:49.766000
https://github.com/devmotion/calibration_iclr2021
4
Calibration tests beyond classification
https://scholar.google.com/scholar?cluster=7019919403601581708&hl=en&as_sdt=0,33
2
2,021
You Only Need Adversarial Supervision for Semantic Image Synthesis
102
iclr
55
20
2023-06-18 09:24:49.970000
https://github.com/boschresearch/OASIS
296
You only need adversarial supervision for semantic image synthesis
https://scholar.google.com/scholar?cluster=11330153460925373123&hl=en&as_sdt=0,32
14
2,021
Learning to Recombine and Resample Data For Compositional Generalization
61
iclr
1
0
2023-06-18 09:24:50.173000
https://github.com/ekinakyurek/compgen
10
Learning to recombine and resample data for compositional generalization
https://scholar.google.com/scholar?cluster=16034423626440720931&hl=en&as_sdt=0,50
2
2,021
INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving
25
iclr
2
9
2023-06-18 09:24:50.376000
https://github.com/albertqjiang/INT
26
Int: An inequality benchmark for evaluating generalization in theorem proving
https://scholar.google.com/scholar?cluster=2622676809142200746&hl=en&as_sdt=0,33
5
2,021
On the Dynamics of Training Attention Models
3,925
iclr
0
0
2023-06-18 09:24:50.579000
https://github.com/haoyelyu/On_the_Dynamics_of_Training_Attention_Models
1
Recurrent models of visual attention
https://scholar.google.com/scholar?cluster=4636836599580194602&hl=en&as_sdt=0,22
1
2,021
Contextual Dropout: An Efficient Sample-Dependent Dropout Module
23
iclr
1
1
2023-06-18 09:24:50.782000
https://github.com/szhang42/Contextual_dropout_release
1
Contextual dropout: An efficient sample-dependent dropout module
https://scholar.google.com/scholar?cluster=17581927588225290546&hl=en&as_sdt=0,44
1
2,021
Mirostat: a Neural Text decoding Algorithm that directly controls perplexity
23
iclr
2
1
2023-06-18 09:24:50.985000
https://github.com/basusourya/mirostat
32
Mirostat: A neural text decoding algorithm that directly controls perplexity
https://scholar.google.com/scholar?cluster=4013825852088640582&hl=en&as_sdt=0,21
2
2,021