Title
Probabilistic Forecasting for Building Energy Systems using Time-Series Foundation Models Young-Jin Park François Germain Jing Liu Ye Wang T. Koike-Akino Gordon Wichern Navid Azizan C. Laughman Ankush Chakrabarty AI4TS AI4CE 37 0 0 31 May 2025
LoRA as a Flexible Framework for Securing Large Vision Systems Richard E. Neddo Sean Willis Zander W. Blasingame AAML 25 0 0 31 May 2025
Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion Mengke Li Zhikai Hu Yang Lu Weichao Lan Y. Cheung Hui Huang 36 0 0 31 May 2025
Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning Sara Ghazanfari Francesco Croce Nicolas Flammarion Prashanth Krishnamurthy Farshad Khorrami S. Garg LRM 31 0 0 31 May 2025
Prompt-Tuned LLM-Augmented DRL for Dynamic O-RAN Network Slicing Fatemeh Lotfi Hossein Rajoli Fatemeh Afghah 20 0 0 31 May 2025
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA Duzhen Zhang Yong Ren Zhong-Zhi Li Yahan Yu Jiahua Dong Chenxing Li Zhilong Ji Jinfeng Bai CLL 44 1 0 31 May 2025
FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts Xinyi Wang Lirong Gao Haobo Wang Yiming Zhang Junbo Zhao MoE 32 0 0 31 May 2025
Minifinetuning: Low-Data Generation Domain Adaptation through Corrective Self-Distillation Peter Belcak Greg Heinrich Jan Kautz Pavlo Molchanov ALM 20 0 0 30 May 2025
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning Jiangpeng He Zhihao Duan Fengqing M Zhu CLL 20 1 0 30 May 2025
SUMO: Subspace-Aware Moment-Orthogonalization for Accelerating Memory-Efficient LLM Training Yehonathan Refael Guy Smorodinsky Tom Tirer Ofir Lindenbaum 35 0 0 30 May 2025
VietMix: A Naturally Occurring Vietnamese-English Code-Mixed Corpus with Iterative Augmentation for Machine Translation H. Tran Phuong-Anh Nguyen-Le Huy Nghiem Quang-Nhan Nguyen Wei Ai Marine Carpuat 33 0 0 30 May 2025
Structuring Radiology Reports: Challenging LLMs with Lightweight Models Johannes Moll Louisa Fay Asfandyar Azhar Sophie Ostmeier Tim Lueth S. Gatidis Curtis P. Langlotz Jean-Benoit Delbrouck 12 0 0 30 May 2025
Lossless Token Sequence Compression via Meta-Tokens John Harvill Ziwei Fan Hao Wang Yizhou Sun Hao Ding Luke Huan Anoop Deoras 25 0 0 30 May 2025
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings Hans W. A. Hanley Zakir Durumeric 29 0 0 30 May 2025
Fewer Hallucinations, More Verification: A Three-Stage LLM-Based Framework for ASR Error Correction Yangui Fang Baixu Cheng Jing Peng Xu Li Yu Xi Chengwei Zhang Guohui Zhong 45 0 0 30 May 2025
Beyond the LUMIR challenge: The pathway to foundational registration models Junyu Chen Shuwen Wei Joel Honkamaa P. Marttinen Hang Zhang ... Alessa Hering Reuben Dorent Lasse Hansen M. Heinrich A. Carass MedIm 36 0 0 30 May 2025
Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents Fanhang Man Huandong Wang Jianjie Fang Zhaoyi Deng Baining Zhao Xinlei Chen Yong Li LLMAG 18 0 0 30 May 2025
Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC Qingzheng Wang Jiancheng Sun Yifan Peng Shinji Watanabe 78 0 0 30 May 2025
50 Years of Automated Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu 68 0 0 30 May 2025
Interactive Video Generation via Domain Adaptation Ishaan Rawal Suryansh Kumar DiffM VGen 35 0 0 30 May 2025
Drop Dropout on Single-Epoch Language Model Pretraining Houjun Liu John Bauer Christopher D. Manning LRM 28 0 0 30 May 2025
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Ege Özsoy Arda Mamur Felix Tristram Chantal Pellegrini Magdalena Wysocki Benjamin Busam Nassir Navab 24 0 0 30 May 2025
Benchmarking Foundation Models for Zero-Shot Biometric Tasks Redwan Sony Parisa Farmanifard Hamzeh Alzwairy Nitish Shukla Arun Ross CVBM VLM 47 0 0 30 May 2025
S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Modelwith Spatio-Temporal Visual Representation Yichen Xie Runsheng Xu Tong He Jyh-Jing Hwang Katie Luo ... Letian Chen Yiren Lu Zhaoqi Leng Dragomir Anguelov Mingxing Tan VLM LRM 35 0 0 30 May 2025
Limited-Resource Adapters Are Regularizers, Not Linguists Marcell Richard Fekete Nathaniel R. Robinson Ernests Lavrinovics E. Djeride Jean-Baptiste Raj Dabre Johannes Bjerva Heather Lent 37 0 0 30 May 2025
Emergent Abilities of Large Language Models under Continued Pretraining for Language Adaptation Ahmed Elhady Eneko Agirre Mikel Artetxe CLL KELM ELM 35 0 0 30 May 2025
Control-R: Towards controllable test-time scaling Di Zhang Weida Wang Junxian Li Xunzhi Wang Jiatong Li ... Peng Ye Shufei Zhang Wanli Ouyang Yuqiang Li Dongzhan Zhou LRM 20 0 0 30 May 2025
OMNIGUARD: An Efficient Approach for AI Safety Moderation Across Modalities Sahil Verma Keegan E. Hines J. Bilmes Charlotte Siska Luke Zettlemoyer Hila Gonen Chandan Singh AAML 19 0 0 29 May 2025
Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis H. Cao Yutong Feng Biao Gong Yijing Tian Yunhong Lu Chuang Liu Bin Wang DiffM VGen 35 1 0 29 May 2025
Leave it to the Specialist: Repair Sparse LLMs with Sparse Fine-Tuning via Sparsity Evolution Q. Xiao Alan Ansell Boqian Wu Lu Yin Mykola Pechenizkiy Shiwei Liu Decebal Constantin Mocanu 37 0 0 29 May 2025
Infi-Med: Low-Resource Medical MLLMs with Robust Reasoning Evaluation Zeyu Liu Zhitian Hou Yining Di Kejing Yang Zhijie Sang ... Siyuan Liu Jialu Wang Chunming Li Ming Li Hongxia Yang LM&MA LRM 15 0 0 29 May 2025
Towards Minimizing Feature Drift in Model Merging: Layer-wise Task Vector Fusion for Adaptive Knowledge Integration Wenju Sun Qingyong Li Wen Wang Yang Liu Yangli-ao Geng Boyang Li MoMe 32 0 0 29 May 2025
UrbanCraft: Urban View Extrapolation via Hierarchical Sem-Geometric Priors Tianhang Wang Fan Lu Sanqing Qu Guo Yu Shihang Du Ya Wu Yuan Huang G. Chen 42 0 0 29 May 2025
Synthetic Document Question Answering in Hungarian Jonathan Li Zoltan Csaki Nidhi Hiremath Etash Guha Fenglu Hong Edward Ma Urmish Thakker 39 0 0 29 May 2025
TRACE: Trajectory-Constrained Concept Erasure in Diffusion Models Finn Carter DiffM 79 0 0 29 May 2025
Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes Neta Glazer David Chernin Idan Achituve Sharon Gannot Ethan Fetaya 37 0 0 29 May 2025
LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers Yusuf Dalva Hidir Yesiltepe Pinar Yanardag OffRL 78 0 0 29 May 2025
Multi-Sourced Compositional Generalization in Visual Question Answering Chuanhao Li Wenbo Ye Zhen Li Yuwei Wu Yunde Jia CoGe 63 0 0 29 May 2025
Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders Wei-Hsiang Huang Chen-Wei Ke Wei-Ning Chiu Yu-Xuan Su Chun-Chun Yang Chieh-Yuan Cheng Yun-Nung Chen Pu-Jen Cheng 82 0 0 29 May 2025
BeaverTalk: Oregon State University's IWSLT 2025 Simultaneous Speech Translation System Matthew Raffel Victor Agostinelli Lizhong Chen 31 0 0 29 May 2025
Adaptive Federated LoRA in Heterogeneous Wireless Networks with Independent Sampling Yanzhao Hou Jiaxiang Geng Boyu Li Xiaofeng Tao Juncheng Wang Xiaodong Xu B. Luo 29 0 0 29 May 2025
ContextQFormer: A New Context Modeling Method for Multi-Turn Multi-Modal Conversations Yiming Lei Zhizheng Yang Zeming Liu Haitao Leng Shaoguo Liu Tingting Gao Qingjie Liu Yunhong Wang 30 0 0 29 May 2025
Decom-Renorm-Merge: Model Merging on the Right Space Improves Multitasking Yuatyong Chaichana Thanapat Trachu Peerat Limkonchotiwat Konpat Preechakul Tirasan Khandhawit Ekapol Chuangsuwanich MoMe 74 0 0 29 May 2025
BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model Adibvafa Fallahpour Andrew Magnuson Purav Gupta Shihao Ma Jack Naimer ... Haonan Duan Omar Ibrahim Hani Goodarzi Chris J. Maddison Bo Wang SyDa AI4CE LRM 19 0 0 29 May 2025
Dynamic Spectral Backpropagation for Efficient Neural Network Training Mannmohan Muthuraman 120 0 0 29 May 2025
SafeCOMM: What about Safety Alignment in Fine-Tuned Telecom Large Language Models? Aladin Djuhera S. Kadhe Farhan Ahmed Syed Zawad Holger Boche Walid Saad 18 0 0 29 May 2025
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation Chongjie Si Zhiyi Shi Yadao Wang Xiaokang Yang Susanto Rahardja Wei Shen 59 0 0 29 May 2025
LLMs for Argument Mining: Detection, Extraction, and Relationship Classification of pre-defined Arguments in Online Comments Matteo Guida Yulia Otmakhova Eduard H. Hovy Lea Frermann 15 1 0 29 May 2025
Socratic-PRMBench: Benchmarking Process Reward Models with Systematic Reasoning Patterns Xiang Li Haiyang Yu Xinghua Zhang Ziyang Huang Shizhu He Kang Liu Jun Zhao Fei Huang Yongbin Li LRM 32 0 0 29 May 2025
Noise-Robustness Through Noise: Asymmetric LoRA Adaption with Poisoning Expert Zhaokun Wang Jinyu Guo Jingwen Pu Lingfeng Chen Hongli Pu Jie Ou.Libo Qin Libo Qin Wenhong Tian AAML 34 0 0 29 May 2025