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Geometry Conflict Predicts Continual Fine-Tuning Forgetting
20 selected from 296 papers
Featured
Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training
score 10
入选 HF Daily Papers; HF 热度: 24 upvotes (+4); 有代码实现; 关键词(2): fine-tuning, post-training
Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction
score 9
入选 HF Daily Papers; HF 热度: 10 upvotes (+3); 有代码实现; 关键词(4): lightweight, compression, reasoning, vision-language
Metal-Sci: A Scientific Compute Benchmark for Evolutionary LLM Kernel Search on Apple Silicon
score 7
入选 HF Daily Papers; HF 热度: 3 upvotes (+1); 有代码实现; 关键词(1): lightweight
Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding
score 6
入选 HF Daily Papers; HF 热度: 5 upvotes (+2); 关键词(1): scaling
Crosslingual On-Policy Self-Distillation for Multilingual Reasoning
score 6
入选 HF Daily Papers; 有代码实现; 关键词(4): scaling, distillation, GRPO, reasoning
Reinforcing Multimodal Reasoning Against Visual Degradation
score 5
入选 HF Daily Papers; HF 热度: 4 upvotes (+1); 关键词(4): compression, fine-tuning, GRPO, reasoning
DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification
score 5
入选 HF Daily Papers; HF 热度: 4 upvotes (+1); 关键词(1): reasoning
Also Worth Noting
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning
score 4
入选 HF Daily Papers; 关键词(3): coding, embodied, open-source
Learning-Augmented Scalable Linear Assignment Problem Optimization via Neural Dual Warm-Starts
score 4
关键词(1): lightweight; 顶会接收: ICML
FedCIGAR: A Personalized Reconstruction Approach for Federated Graph-level Anomaly Detection
score 4
关键词(1): synthetic data; 顶会接收: IJCAI
Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs
score 4
关键词(2): DPO, text-to-image; 顶会接收: ICML
Don't Click That: Teaching Web Agents to Resist Deceptive Interfaces
score 4
关键词(2): deployment, vision-language; 顶会接收: ACL
Any2Any 3D Diffusion Models with Knowledge Transfer: A Radiotherapy Planning Study
score 4
关键词(1): post-training; 顶会接收: CVPR
Learning Multi-Indicator Weights for Data Selection: A Joint Task-Model Adaptation Framework with Efficient Proxies
score 4
关键词(3): fine-tuning, instruction tuning, reasoning; 顶会接收: IJCAI
MOTOR-Bench: A Real-world Dataset and Multi-agent Framework for Zero-shot Human Mental State Understanding
score 4
关键词(1): reasoning; 顶会接收: CVPR
Entropy-informed Decoding: Adaptive Information-Driven Branching
score 4
关键词(2): code generation, reasoning; 顶会接收: ICML
CrossVL: Complexity-Aware Feature Routing and Paired Curriculum for Cross-View Vision-Language Detection
score 4
关键词(1): vision-language; 顶会接收: CVPR
Scratchpad Patching: Decoupling Compute from Patch Size in Byte-Level Language Models
score 3
入选 HF Daily Papers
Dystruct: Dynamically Structured Diffusion Language Model Decoding via Bayesian Inference
score 3
入选 HF Daily Papers
Outlier-Robust Diffusion Solvers for Inverse Problems
score 3
顶会接收: CVPR