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Collections including paper arxiv:2502.09992

about 11 hours ago

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 13
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Depth Anything V2

Paper • 2406.09414 • Published Jun 13, 2024 • 104
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Paper • 2406.09415 • Published Jun 13, 2024 • 52
Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion

Paper • 2406.04338 • Published Jun 6, 2024 • 40
SAM 2: Segment Anything in Images and Videos

Paper • 2408.00714 • Published Aug 1, 2024 • 116

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30 • 135
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development

Paper • 2506.05010 • Published Jun 5 • 76
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training

Paper • 2506.05301 • Published Jun 5 • 55
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning

Paper • 2505.16933 • Published May 22 • 33

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12 • 73
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 95
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 55

Prompt-to-Leaderboard

Paper • 2502.14855 • Published Feb 20 • 7
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

Paper • 2502.16894 • Published Feb 24 • 31
Generating Skyline Datasets for Data Science Models

Paper • 2502.11262 • Published Feb 16 • 7
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge

Paper • 2502.12501 • Published Feb 18 • 6

Representation & Optimization

Understanding about representation sheds light on optimization

Nuclear Norm Regularization for Deep Learning

Paper • 2405.14544 • Published May 23, 2024 • 1
Token embeddings violate the manifold hypothesis

Paper • 2504.01002 • Published Apr 1 • 1
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers

Paper • 2403.10476 • Published Mar 15, 2024 • 1
ElaLoRA: Elastic & Learnable Low-Rank Adaptation for Efficient Model Fine-Tuning

Paper • 2504.00254 • Published Mar 31 • 1

Discrete Diffusion LLM & MLLM

An collection of research/models in discrete diffusion large language and multimodal models

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16 • 43
GSAI-ML/LLaDA-8B-Instruct

Text Generation • 8B • Updated Feb 27 • 256k • 308
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated about 1 month ago • 10.7k • 42
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated about 1 month ago • 25.6k • 122

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19 • 70
Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17 • 39
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading

Paper • 2502.12574 • Published Feb 18 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122

Redundancy Principles for MLLMs Benchmarks

Paper • 2501.13953 • Published Jan 20 • 30
Autonomy-of-Experts Models

Paper • 2501.13074 • Published Jan 22 • 45
Distillation Scaling Laws

Paper • 2502.08606 • Published Feb 12 • 49
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122

about 11 hours ago

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 13
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Representation & Optimization

Understanding about representation sheds light on optimization

Nuclear Norm Regularization for Deep Learning

Paper • 2405.14544 • Published May 23, 2024 • 1
Token embeddings violate the manifold hypothesis

Paper • 2504.01002 • Published Apr 1 • 1
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers

Paper • 2403.10476 • Published Mar 15, 2024 • 1
ElaLoRA: Elastic & Learnable Low-Rank Adaptation for Efficient Model Fine-Tuning

Paper • 2504.00254 • Published Mar 31 • 1

Depth Anything V2

Paper • 2406.09414 • Published Jun 13, 2024 • 104
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Paper • 2406.09415 • Published Jun 13, 2024 • 52
Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion

Paper • 2406.04338 • Published Jun 6, 2024 • 40
SAM 2: Segment Anything in Images and Videos

Paper • 2408.00714 • Published Aug 1, 2024 • 116

Discrete Diffusion LLM & MLLM

An collection of research/models in discrete diffusion large language and multimodal models

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16 • 43
GSAI-ML/LLaDA-8B-Instruct

Text Generation • 8B • Updated Feb 27 • 256k • 308
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated about 1 month ago • 10.7k • 42
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated about 1 month ago • 25.6k • 122

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30 • 135
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development

Paper • 2506.05010 • Published Jun 5 • 76
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training

Paper • 2506.05301 • Published Jun 5 • 55
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning

Paper • 2505.16933 • Published May 22 • 33

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12 • 73
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 95
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 55

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19 • 70
Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17 • 39
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading

Paper • 2502.12574 • Published Feb 18 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122

Prompt-to-Leaderboard

Paper • 2502.14855 • Published Feb 20 • 7
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

Paper • 2502.16894 • Published Feb 24 • 31
Generating Skyline Datasets for Data Science Models

Paper • 2502.11262 • Published Feb 16 • 7
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge

Paper • 2502.12501 • Published Feb 18 • 6

Redundancy Principles for MLLMs Benchmarks

Paper • 2501.13953 • Published Jan 20 • 30
Autonomy-of-Experts Models

Paper • 2501.13074 • Published Jan 22 • 45
Distillation Scaling Laws

Paper • 2502.08606 • Published Feb 12 • 49
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122

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