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Efficient and High-Quality Depth Estimation via Pixel-Space Diffusion with Linear Attention
score 4
关键词(2): scaling, latency；顶会接收: ECCV
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CAST: Critique-Aware Supervision for Training Reliable Long-Horizon Tool-Calling Agents
score 9
入选 HF Daily Papers；HF 热度: 6 upvotes (+2)；关键词(2): fine-tuning, agentic；顶会接收: EMNLP
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Reactivating Test-Time Scaling for Plane Geometry Problem Solving
score 4
关键词(2): scaling, reasoning；顶会接收: EMNLP
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Doc-REFRAG: Rethinking Multimodal Document Retrieval-Augmented Generation
score 4
关键词(4): lightweight, latency, retrieval-augmented, RAG；顶会接收: EMNLP
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NoisEasier: Test-Time Noise Optimization for Text-to-Video Generation
score 4
关键词(3): scaling, fine-tuning, text-to-video；顶会接收: ECCV
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Quantifying and Mitigating Korean Jamo-Level Typographical Vulnerabilities in Large Language Models
score 4
关键词(1): scaling；顶会接收: EMNLP
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Beyond Token-Level Guidance: Inference-Time Alignment of Specialized LLMs via Cross-Family Representation Steering
score 4
关键词(1): finetuning；顶会接收: EMNLP
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CapFrame: Text-Instructed Viewpoint Grounding in 3D Gaussian Scenes via Geometric Pseudo Labels
score 4
关键词(1): real-time；顶会接收: ECCV
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Auditing MCQA Benchmarks through Probability Landscapes
score 4
关键词(1): lightweight；顶会接收: EMNLP
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Real-Time Scene-Adaptive Tone Mapping for High-Dynamic Range Object Detection
score 4
关键词(3): scaling, real-time, finetuning；顶会接收: NeurIPS
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EvoSkill Injection: Red-Teaming Autonomous Skill Generation and Evolution in Self-Evolving Agents
score 4
关键词(1): reasoning；顶会接收: EMNLP
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Enhancing Low-Resource Language Reasoning via High-Resource Language Feature Transfer
score 4
关键词(3): fine-tuning, pretraining, reasoning；顶会接收: EMNLP
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VisER: Visual Evidence and Reliance for Object Hallucination Detection in LVLMs
score 4
关键词(1): vision-language；顶会接收: EMNLP
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PAC: Progress-Augmented Advantage Curriculum for Multi-Task Reinforcement Learning of LLMs
score 4
关键词(3): GRPO, post-training, reasoning；顶会接收: EMNLP
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Modality Disentangled Learning for Incomplete Multimodal Emotion Recognition: A Primitive Memory Distillation Perspective
score 4
关键词(1): distillation；顶会接收: EMNLP