You Don't Need Strong Assumptions: Visual Representation Learning via Temporal Differences Paper • 2606.15956 • Published 8 days ago • 12
Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning Paper • 2606.11087 • Published 13 days ago • 3
Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling Paper • 2604.28075 • Published Apr 30 • 20
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Paper • 2604.28185 • Published Apr 30 • 92
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published Apr 22 • 244
Representing Speech Through Autoregressive Prediction of Cochlear Tokens Paper • 2508.11598 • Published Aug 15, 2025 • 18
LongAct: Harnessing Intrinsic Activation Patterns for Long-Context Reinforcement Learning Paper • 2604.14922 • Published Apr 16 • 7
Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published Apr 15 • 166
Gen-Searcher: Reinforcing Agentic Search for Image Generation Paper • 2603.28767 • Published Mar 30 • 58
On-the-fly Repulsion in the Contextual Space for Rich Diversity in Diffusion Transformers Paper • 2603.28762 • Published Mar 30 • 25
GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning Paper • 2602.12099 • Published Feb 12 • 62
DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing Paper • 2602.12205 • Published Feb 13 • 83
Linear representations in language models can change dramatically over a conversation Paper • 2601.20834 • Published Jan 28 • 21
Rethinking Training Dynamics in Scale-wise Autoregressive Generation Paper • 2512.06421 • Published Dec 6, 2025 • 7