arXiv
Marionette: Predicting World States, Rendering Geometry, Painting Appearance
Interactive game world models typically autoregress visual observations directly in pixel or latent space, forcing st...
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arXiv
Decoding the Past: An Uncertainty-Aware Deep Learning Framework for Sex Attribution in Prehistoric Hand Stencils
Determining the biological sex of the individuals who created Upper Paleolithic hand stencils remains a challenging p...
HuggingFace
SPARGen: Unifying Spatial Perception and Reasoning through Native Multimodal Generation
Spatial perception and reasoning from visual observations require recovering geometric structure, establishing corres...
HuggingFace
Claim-Level Reliability Assessment for Efficient Test-Time Reasoning
We propose claim-level falsification as a principle for test-time scaling and instantiate it through Claim-Level Reli...
HuggingFace
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination
Recent video generators can fabricate realistic depictions of wars, disasters, public emergencies, and other real-wor...
HuggingFace
HumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark
Humanoid motion tracking is central to teleoperation and whole-body imitation, yet evaluation often disagrees with wh...
HuggingFace
Scaling Domain Data Repetition in LLM Pretraining
As large language models scale, their training-token budgets must also increase to maintain an appropriate tokens-per...
HuggingFace
Verifier-Induced Support Reshaping in On-Policy Optimization
We show that on-policy reinforcement learning with verifiable rewards (RLVR) can improve the current objective while ...
HuggingFace
Generation as Auxiliary Supervision: Enhancing Visual Understanding at Zero Inference Overhead via Decoupled Embedding Prediction
While Multimodal Large Language Models (MLLMs) have achieved remarkable progress, visual understanding and generation...
HuggingFace
CPI-Bench: A Comprehensive,Practical and Intelligent Benchmark for Real-World Image Editing
With the rapid advancement of image editing models and their widespread application across various domains, there is ...
HuggingFace
Multimodal Model Diffing for Feature Discovery and Control
Multimodal Large Language Models (MLLMs) exhibit strong visual understanding, yet the internal features that cause th...
HuggingFace
MobileMem: Learning from a Year of Mobile Experiences
The next generation of AI agents is increasingly moving beyond systems that answer isolated questions toward persiste...