Towards Scalable Pre-training of Visual Tokenizers for Generation
Paper • 2512.13687 • Published • 106
papers
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MMGR: Multi-Modal Generative Reasoning
Paper • 2512.14691 • Published • 121 -
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
Paper • 2512.23447 • Published • 98 -
LiveTalk: Real-Time Multimodal Interactive Video Diffusion via Improved On-Policy Distillation
Paper • 2512.23576 • Published • 66 -
mHC: Manifold-Constrained Hyper-Connections
Paper • 2512.24880 • Published • 318 -
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models
Paper • 2512.24618 • Published • 152 -
PhyGDPO: Physics-Aware Groupwise Direct Preference Optimization for Physically Consistent Text-to-Video Generation
Paper • 2512.24551 • Published • 21 -
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem
Paper • 2512.24873 • Published • 108 -
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling
Paper • 2512.23959 • Published • 112 -
Agent Learning via Early Experience
Paper • 2510.08558 • Published • 275 -
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting
Paper • 2601.02151 • Published • 113 -
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization
Paper • 2601.05432 • Published • 169 -
MMFormalizer: Multimodal Autoformalization in the Wild
Paper • 2601.03017 • Published • 106 -
Qwen3-VL Technical Report
Paper • 2511.21631 • Published • 161 -
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance
Paper • 2512.08765 • Published • 134 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 511 -
Advancing Open-source World Models
Paper • 2601.20540 • Published • 132 -
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration
Paper • 2602.05400 • Published • 349 -
ASA: Training-Free Representation Engineering for Tool-Calling Agents
Paper • 2602.04935 • Published • 41 -
Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters
Paper • 2602.10604 • Published • 193 -
Kimi K2.5: Visual Agentic Intelligence
Paper • 2602.02276 • Published • 259 -
GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics
Paper • 2602.12617 • Published • 20 -
MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs
Paper • 2602.12705 • Published • 65 -
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
Paper • 2602.10809 • Published • 57 -
SLA2: Sparse-Linear Attention with Learnable Routing and QAT
Paper • 2602.12675 • Published • 57 -
Unified Latents (UL): How to train your latents
Paper • 2602.17270 • Published • 57 -
Code2World: A GUI World Model via Renderable Code Generation
Paper • 2602.09856 • Published • 201 -
Mobile-Agent-v3.5: Multi-platform Fundamental GUI Agents
Paper • 2602.16855 • Published • 50 -
World Craft: Agentic Framework to Create Visualizable Worlds via Text
Paper • 2601.09150 • Published • 19 -
VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training
Paper • 2602.10693 • Published • 220 -
Does Your Reasoning Model Implicitly Know When to Stop Thinking?
Paper • 2602.08354 • Published • 262 -
A Very Big Video Reasoning Suite
Paper • 2602.20159 • Published • 515 -
On Data Engineering for Scaling LLM Terminal Capabilities
Paper • 2602.21193 • Published • 98 -
Query-focused and Memory-aware Reranker for Long Context Processing
Paper • 2602.12192 • Published • 57 -
HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation
Paper • 2602.18283 • Published • 56 -
ARLArena: A Unified Framework for Stable Agentic Reinforcement Learning
Paper • 2602.21534 • Published • 23 -
CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation
Paper • 2602.24286 • Published • 90 -
dLLM: Simple Diffusion Language Modeling
Paper • 2602.22661 • Published • 132 -
Geometry-Guided Reinforcement Learning for Multi-view Consistent 3D Scene Editing
Paper • 2603.03143 • Published • 139 -
AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security
Paper • 2601.18491 • Published • 125 -
Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning
Paper • 2510.23473 • Published • 86 -
Experiential Reinforcement Learning
Paper • 2602.13949 • Published • 71