arXiv

Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning

Test-time scaling has emerged as a key inference strategy for reasoning models, where a model generates a large numbe...

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2026-10-23
HuggingFace

Cola2: Co-Adaptive Hierarchical Language Modeling with Continuous Semantic Compression and Balanced Discrete Generation

Hierarchical language generation separates continuous semantic modeling from discrete text realization, but its effec...

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2026-10-23
HuggingFace

Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos

Recent advances in video generation have made synthetic videos increasingly realistic, placing greater demands on rel...

AI 聚合
2026-10-23
HuggingFace

SEAM: Spectral Embedding Alignment and Merging for Low-Resource TTS

Expanding the vocabulary of conditional text-to-speech (TTS) models typically requires extensive fine-tuning with pai...

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2026-10-23
HuggingFace

MolLean: A Process-Verifiable Language for Chemical Reasoning

Chemical chain-of-thought can contain hallucinated structural and property claims. We thereby introduce MolLean, a pr...

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2026-10-23
HuggingFace

Toward Recursive Self-Improvement in Physical AI

Recursive self-improvement (RSI) describes a system that improves not only its behavior but also the process by which...

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2026-10-23
HuggingFace

AnyGameRenderer: Entity-Consistent Generative Rendering Across Games and an Entity-Level Benchmark

AI coding agents can now build small playable games in minutes, but the results usually look like programmer art: gra...

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2026-10-23
HuggingFace

Self-Distilling Future Video Representations for World Action Models

World Action Models (WAMs) have emerged as a promising approach to learning generalist robot policies using rich spat...

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2026-10-23
HuggingFace

F2G-Pose: Geometry-Aware Foundation Feature Lifting for Direct RGB-D Category-Level Object Pose Estimation

This paper studies category-level RGB-D object pose estimation, which recovers an object's 3D rotation and translatio...

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2026-10-23
HuggingFace

Editing Images into Reusable Layers via Compositional Edit-Prior Distillation

High-quality image editing requires precise modification of target regions while preserving the content of unrelated ...

AI 聚合
2026-10-23
HuggingFace

Heartbeat Thinking: Speculative Reasoning and Tool Execution While Listening in Realtime Voice Agents

Tool-using voice agents often leave users waiting after speech ends, even when actionable information arrives earlier...

AI 聚合
2026-10-23
HuggingFace

RouteWeaver: Weaving Mode Selection and Execution into Unified LLM Routing

LLM routing dynamically selects and coordinates heterogeneous language models across diverse tasks. However, existing...

AI 聚合
2026-10-23
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