HuggingFace
Kronecker Delta Rule for Long Context Linear Attention
We propose KronLSTM, a linear attention architecture based on the Kronecker Delta Rule, a novel update rule for assoc...
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HuggingFace
ECHO: Efficient Causal Self-Recursion Beyond Auxiliary Multi-Token Prediction
Existing Multi-token prediction (MTP) methods are auxiliary by design: the multi-horizon loss mostly trains modules a...
HuggingFace
FineSplat: Fine Patches, Local Groups, Detailed Splats
Feed-forward 3D Gaussian Splatting (3DGS) promises instant scene reconstruction with high-quality novel-view synthesi...
HuggingFace
UniAVC: Unified Audio-Video Creation via Progressive Training and Asymmetric Scheduling
Unified audio-video creation requires a single model capable of text-conditioned joint synthesis, bidirectional cross...
HuggingFace
Where is Physical RSI capability from? An Observational Scaling Law of LLM-as-policy
In this paper, we systematically investigate the mechanisms, scaling behavior, and generalization of physical Recursi...
HuggingFace
ActionRoPE: action as coordinates for spatially consistent control in planar-camera game world models
Game world models have made rapid progress toward real-time interactive generation. Yet action control is still predo...
HuggingFace
MemT-1.0: Towards Memory-Native Evolution
Memory-native evolution requires making memory an intrinsic capability of foundation models, enabling them to continu...
HuggingFace
A Conditional No-Hair Theorem for Transformers: How Language Models Forget Their Prompt
We ask how much an autoregressive transformer retains of its prompt after generating t tokens. Consider two different...
HuggingFace
Policy Is Not Capability: Some Safety Benchmarks Measure Which Definition of "Unsafe" You Trained On
A guardrail classifier is reported as if unsafe were a property of text. It is not: it is a property of a policy, and...
HuggingFace
Harnessing Textual Refusal Directions for Multimodal Safety
Safety in Multimodal Large Language Models (MLLMs) depends on unsafe multimodal data for post-training alignment or a...
HuggingFace
RoboValue: A Fine-Grained Sim-and-Real Benchmark for Unified Evaluation of Robotic Value Models
Robotic value models assess task execution from visual observations and instructions, providing feedback for policy l...
HuggingFace
RealityBench: Simulated Environments to Evaluate a Vision Language Model's Ability to Document Human Physical Work
Augmenting worker capabilities in the physical world through guidance has been a decades-long goal for AI agents. One...