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Academic · 약 1분

MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation

arXiv:2602.20423v1 Announce Type: cross Abstract: Medical image segmentation remains challenging due to limited annotations for training, ambiguous anatomical features, and domain shifts. While vision-language models …

Taha Koleilat, Hojat Asgariandehkordi, Omid Nejati Manzari, Berardino Barile, Yiming Xiao, Hassan Rivaz

조회수 56회 02.26

Academic · 약 1분

Protein Language Models Diverge from Natural Language: Comparative Analysis and Improved Inference

arXiv:2602.20449v1 Announce Type: cross Abstract: Modern Protein Language Models (PLMs) apply transformer-based model architectures from natural language processing to biological sequences, predicting a variety of …

Anna Hart, Chi Han, Jeonghwan Kim, Huimin Zhao, Heng Ji

조회수 81회 02.26

Academic · 약 1분

Actor-Curator: Co-adaptive Curriculum Learning via Policy-Improvement Bandits for RL Post-Training

arXiv:2602.20532v1 Announce Type: cross Abstract: Post-training large foundation models with reinforcement learning typically relies on massive and heterogeneous datasets, making effective curriculum learning both critical …

Zhengyao Gu, Jonathan Light, Raul Astudillo, Ziyu Ye, Langzhou He, Henry Peng Zou, Wei Cheng, Santiago Paternain, Philip S. Yu, Yisong Yue

조회수 65회 02.26

Academic · 약 1분

GATES: Self-Distillation under Privileged Context with Consensus Gating

arXiv:2602.20574v1 Announce Type: cross Abstract: We study self-distillation in settings where supervision is unreliable: there are no ground truth labels, verifiable rewards, or external graders …

Alex Stein, Furong Huang, Tom Goldstein

조회수 64회 02.26

Academic · 약 1분

SpecMind: Cognitively Inspired, Interactive Multi-Turn Framework for Postcondition Inference

arXiv:2602.20610v1 Announce Type: cross Abstract: Specifications are vital for ensuring program correctness, yet writing them manually remains challenging and time-intensive. Recent large language model (LLM)-based …

Cuong Chi Le, Minh V. T Pham, Tung Vu Duy, Cuong Duc Van, Huy N. Phan, Hoang N. Phan, Tien N. Nguyen

조회수 63회 02.26

Academic · 약 1분

RMIT-ADM+S at the MMU-RAG NeurIPS 2025 Competition

arXiv:2602.20735v1 Announce Type: cross Abstract: This paper presents the award-winning RMIT-ADM+S system for the Text-to-Text track of the NeurIPS~2025 MMU-RAG Competition. We introduce Routing-to-RAG (R2RAG), …

Kun Ran, Marwah Alaofi, Danula Hettiachchi, Chenglong Ma, Khoi Nguyen Dinh Anh, Khoi Vo Nguyen, Sachin Pathiyan Cherumanal, Lida Rashidi, Falk Scholer, Damiano Spina, Shuoqi Sun, Oleg Zendel

조회수 71회 02.26

Academic · 약 1분

Multimodal MRI Report Findings Supervised Brain Lesion Segmentation with Substructures

arXiv:2602.20994v1 Announce Type: cross Abstract: Report-supervised (RSuper) learning seeks to alleviate the need for dense tumor voxel labels with constraints derived from radiology reports (e.g., …

Yubin Ge, Yongsong Huang, Xiaofeng Liu

조회수 112회 02.26

Academic · 약 1분

Generative Pseudo-Labeling for Pre-Ranking with LLMs

arXiv:2602.20995v1 Announce Type: cross Abstract: Pre-ranking is a critical stage in industrial recommendation systems, tasked with efficiently scoring thousands of recalled items for downstream ranking. …

Junyu Bi, Xinting Niu, Daixuan Cheng, Kun Yuan, Tao Wang, Binbin Cao, Jian Wu, Yuning Jiang

조회수 73회 02.26

Academic · 약 1분

HiSAC: Hierarchical Sparse Activation Compression for Ultra-long Sequence Modeling in Recommenders

arXiv:2602.21009v1 Announce Type: cross Abstract: Modern recommender systems leverage ultra-long user behavior sequences to capture dynamic preferences, but end-to-end modeling is infeasible in production due …

Kun Yuan, Junyu Bi, Daixuan Cheng, Changfa Wu, Shuwen Xiao, Binbin Cao, Jian Wu, Yuning Jiang

조회수 68회 02.26

Academic · 약 1분

Tensor Network Generator-Enhanced Optimization for Traveling Salesman Problem

arXiv:2602.20175v1 Announce Type: new Abstract: We present an application of the tensor network generator-enhanced optimization (TN-GEO) framework to address the traveling salesman problem (TSP), a …

Ryo Sakai, Chen-Yu Liu

조회수 125회 02.26

Academic · 약 1분

FedAvg-Based CTMC Hazard Model for Federated Bridge Deterioration Assessment

arXiv:2602.20194v1 Announce Type: new Abstract: Bridge periodic inspection records contain sensitive information about public infrastructure, making cross-organizational data sharing impractical under existing data governance constraints. …

Takato Yasuno

조회수 72회 02.26

Academic · 약 1분

Controllable Exploration in Hybrid-Policy RLVR for Multi-Modal Reasoning

arXiv:2602.20197v1 Announce Type: new Abstract: Reinforcement Learning with verifiable rewards (RLVR) has emerged as a primary learning paradigm for enhancing the reasoning capabilities of multi-modal …

Zhuoxu Huang, Mengxi Jia, Hao Sun, Xuelong Li, Jungong Han

조회수 62회 02.26

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