HuggingFace
Revisiting Local Context for Long-Horizon Streaming 3D Reconstruction
Streaming 3D reconstruction from extremely long videos requires estimating camera motion and scene geometry online un...
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HuggingFace
J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data
Self-evolving language models have recently emerged as a promising path toward superintelligence, with the advantage ...
HuggingFace
StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments
We present StarHarness, a framework for evolving environment-specific agent harnesses while keeping model weights fix...
HuggingFace
Paint What You See: Benchmarking Dexterous Visual Tool Use in Multimodal Agents
Evaluation is shifting from static QA toward agentic settings where models act through external tools. We identify a ...
HuggingFace
Puro-2B: Poor Lab's Qwen2-1.5B Trained on RTX 5090 within $5090
Language model pretraining has become almost synonymous with prohibitive cost, placing it out of reach for much of th...
HuggingFace
LayerRecall: A State-Conditioned Memory Router for Long-Horizon Consistency in Video Generation
Autoregressive video diffusion enables scalable long-video generation by producing chunks from a bounded recent conte...
HuggingFace
Ring Forcing: Towards Precise Long-Term Memory for Autoregressive Video Diffusion
Scaling video generation to long durations reveals a critical bottleneck: current models lack robust long-term memory...
HuggingFace
Fast Weight Attention for Continual Learning
Recurrent fast-weight memories and selective state-space models compress an expanding context into a fixed-size recur...
HuggingFace
Locate Anything in Videos: Rethinking Efficient Generative Spatio-Temporal Video Grounding
Spatio-temporal video grounding (STVG) requires models to identify when a referred event occurs and localize the targ...
HuggingFace
DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents
Equipping Large Language Models (LLMs) with multi-turn tool-calling capabilities is essential for building autonomous...
HuggingFace
Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities
Generative models can turn natural-language prompts into images, text, code, and other content, lowering the cost of ...
HuggingFace
Language Chain in Alignment: Cross-lingual Ranking Preference Optimization
The alignment of Large Language Models heavily relies on English-centric high-quality preference data, which often le...