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Collections including paper arxiv:2510.12276

Diffusion Transformers with Representation Autoencoders

Paper • 2510.11690 • Published Oct 13 • 165
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model

Paper • 2510.12276 • Published Oct 14 • 145
FlashWorld: High-quality 3D Scene Generation within Seconds

Paper • 2510.13678 • Published Oct 15 • 71
ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints

Paper • 2510.14847 • Published Oct 16 • 55

Bugai's Collection

Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning

Paper • 2508.20751 • Published Aug 28 • 89
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24 • 80
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space

Paper • 2508.19247 • Published Aug 26 • 42
VibeVoice Technical Report

Paper • 2508.19205 • Published Aug 26 • 127

Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles

Paper • 2505.23590 • Published May 29 • 25
How Much Backtracking is Enough? Exploring the Interplay of SFT and RL in Enhancing LLM Reasoning

Paper • 2505.24273 • Published May 30 • 5
Accelerating Diffusion LLMs via Adaptive Parallel Decoding

Paper • 2506.00413 • Published May 31 • 9
DINGO: Constrained Inference for Diffusion LLMs

Paper • 2505.23061 • Published May 29 • 31

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 34
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 27
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 22

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 • 14
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

Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model

Paper • 2510.12276 • Published Oct 14 • 145

Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning

Paper • 2506.06205 • Published Jun 6 • 30
BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation

Paper • 2506.07530 • Published Jun 9 • 20
Ark: An Open-source Python-based Framework for Robot Learning

Paper • 2506.21628 • Published Jun 24 • 16
RoboBrain 2.0 Technical Report

Paper • 2507.02029 • Published Jul 2 • 33

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3, 2024 • 54
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 39
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 121
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 29

OpenVLA: An Open-Source Vision-Language-Action Model

Paper • 2406.09246 • Published Jun 13, 2024 • 41
CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

Paper • 2411.19650 • Published Nov 29, 2024
Octo: An Open-Source Generalist Robot Policy

Paper • 2405.12213 • Published May 20, 2024 • 29
Diffusion-VLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression

Paper • 2412.03293 • Published Dec 4, 2024

Diffusion Transformers with Representation Autoencoders

Paper • 2510.11690 • Published Oct 13 • 165
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model

Paper • 2510.12276 • Published Oct 14 • 145
FlashWorld: High-quality 3D Scene Generation within Seconds

Paper • 2510.13678 • Published Oct 15 • 71
ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints

Paper • 2510.14847 • Published Oct 16 • 55

Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model

Paper • 2510.12276 • Published Oct 14 • 145

Bugai's Collection

Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning

Paper • 2508.20751 • Published Aug 28 • 89
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24 • 80
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space

Paper • 2508.19247 • Published Aug 26 • 42
VibeVoice Technical Report

Paper • 2508.19205 • Published Aug 26 • 127

Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning

Paper • 2506.06205 • Published Jun 6 • 30
BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation

Paper • 2506.07530 • Published Jun 9 • 20
Ark: An Open-source Python-based Framework for Robot Learning

Paper • 2506.21628 • Published Jun 24 • 16
RoboBrain 2.0 Technical Report

Paper • 2507.02029 • Published Jul 2 • 33

Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles

Paper • 2505.23590 • Published May 29 • 25
How Much Backtracking is Enough? Exploring the Interplay of SFT and RL in Enhancing LLM Reasoning

Paper • 2505.24273 • Published May 30 • 5
Accelerating Diffusion LLMs via Adaptive Parallel Decoding

Paper • 2506.00413 • Published May 31 • 9
DINGO: Constrained Inference for Diffusion LLMs

Paper • 2505.23061 • Published May 29 • 31

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3, 2024 • 54
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 39
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 121
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 29

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 34
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 27
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 22

OpenVLA: An Open-Source Vision-Language-Action Model

Paper • 2406.09246 • Published Jun 13, 2024 • 41
CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

Paper • 2411.19650 • Published Nov 29, 2024
Octo: An Open-Source Generalist Robot Policy

Paper • 2405.12213 • Published May 20, 2024 • 29
Diffusion-VLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression

Paper • 2412.03293 • Published Dec 4, 2024

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 • 14
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

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