mHC: Manifold-Constrained Hyper-Connections
Paper
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2512.24880
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Published
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296
Read 2026
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Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process
Paper • 2512.23988 • Published • 16 -
SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time
Paper • 2512.25075 • Published • 15 -
Guiding a Diffusion Transformer with the Internal Dynamics of Itself
Paper • 2512.24176 • Published • 8 -
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models
Paper • 2512.24165 • Published • 51 -
AdaGaR: Adaptive Gabor Representation for Dynamic Scene Reconstruction
Paper • 2601.00796 • Published • 31 -
Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning
Paper • 2512.24146 • Published • 14 -
Deep Delta Learning
Paper • 2601.00417 • Published • 34 -
LTX-2: Efficient Joint Audio-Visual Foundation Model
Paper • 2601.03233 • Published • 146 -
SOP: A Scalable Online Post-Training System for Vision-Language-Action Models
Paper • 2601.03044 • Published • 28 -
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 218 -
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
Paper • 2601.03425 • Published • 16 -
RelayLLM: Efficient Reasoning via Collaborative Decoding
Paper • 2601.05167 • Published • 29 -
AgentOCR: Reimagining Agent History via Optical Self-Compression
Paper • 2601.04786 • Published • 29 -
Over-Searching in Search-Augmented Large Language Models
Paper • 2601.05503 • Published • 6 -
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors
Paper • 2601.07226 • Published • 32 -
Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models
Paper • 2601.07351 • Published • 26 -
Dr. Zero: Self-Evolving Search Agents without Training Data
Paper • 2601.07055 • Published • 20