Title
Compositional Subspace Representation Fine-tuning for Adaptive Large Language Models Andy Zhou MoMe 94 0 0 13 Mar 2025
Prompt Inversion Attack against Collaborative Inference of Large Language Models Wenjie Qu Yuguang Zhou Yongji Wu Tingsong Xiao Binhang Yuan Heng Chang Jiaheng Zhang 79 0 0 12 Mar 2025
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Privacy-Preserved Automated Scoring using Federated Learning for Educational Research Ehsan Latif Xiaoming Zhai 39 0 0 12 Mar 2025
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Enhanced Continual Learning of Vision-Language Models with Model Fusion Haoyuan Gao Zicong Zhang Yuqi Wei Linglan Zhao Guilin Li Yuan Li Linghe Kong Weiran Huang CLL VLM 224 0 0 12 Mar 2025
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Leveraging Retrieval Augmented Generative LLMs For Automated Metadata Description Generation to Enhance Data Catalogs Mayank Singh Abhijeet Kumar Sasidhar Donaparthi Gayatri Karambelkar 48 0 0 12 Mar 2025
Probabilistic Reasoning with LLMs for k-anonymity Estimation Jonathan Zheng Sauvik Das Alan Ritter Wei Xu 67 0 0 12 Mar 2025
Training Plug-n-Play Knowledge Modules with Deep Context Distillation Lucas Caccia Alan Ansell Edoardo Ponti Ivan Vulić Alessandro Sordoni SyDa 292 0 0 11 Mar 2025
Preserving Product Fidelity in Large Scale Image Recontextualization with Diffusion Models Ishaan Malhi Praneet Dutta Ellie Talius Sally Ma Brendan Driscoll Krista Holden G. Pruthi Arunachalam Narayanaswamy DiffM 58 0 0 11 Mar 2025
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims D. Rao Weiqiu You Eric Wong Chris Callison-Burch 69 0 0 11 Mar 2025
CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous Driving Changxing Liu Genjia Liu Junyao Xing Jinchang Yang Siheng Chen 69 0 0 11 Mar 2025
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding Shehreen Azad Vibhav Vineet Yogesh S Rawat VLM 241 1 0 11 Mar 2025
EMMOE: A Comprehensive Benchmark for Embodied Mobile Manipulation in Open Environments Dongping Li Tielong Cai Tianci Tang Wenhao Chai Katherine Rose Driggs-Campbell Gaoang Wang LM&Ro 71 0 0 11 Mar 2025
Bring Remote Sensing Object Detect Into Nature Language Model: Using SFT Method Fei Wang Chong Chen Hongyu Chen Yugang Chang Weiming Zeng ObjD 82 0 0 11 Mar 2025
Endo-FASt3r: Endoscopic Foundation model Adaptation for Structure from motion Mona Sheikh Zeinoddin Mobarakol Islam Zafer Tandogdu Greg Shaw Mathew J. Clarkson E. Mazomenos Danail Stoyanov 258 0 0 10 Mar 2025
TwinTURBO: Semi-Supervised Fine-Tuning of Foundation Models via Mutual Information Decompositions for Downstream Task and Latent Spaces Guillaume Quétant Pavlo Molchanov Slava Voloshynovskiy 52 0 0 10 Mar 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 189 2 0 10 Mar 2025
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis Xiang Liu Zhaoxiang Liu Huan Hu Zezhou Chen Kohou Wang Ning Wang Kai Wang 43 1 0 10 Mar 2025
DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability Xirui Hu Jiahao Wang Hao Chen Weizhan Zhang Benqi Wang Yangfu Li Haishun Nan DiffM 70 0 0 09 Mar 2025
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation Chenfei Liao Xu Zheng Yuanhuiyi Lyu Haiwei Xue Yihong Cao Jiawen Wang Kailun Yang Xuming Hu VLM 72 7 0 09 Mar 2025
MoFE: Mixture of Frozen Experts Architecture Jean Seo Jaeyoon Kim Hyopil Shin MoE 275 0 0 09 Mar 2025
GSV3D: Gaussian Splatting-based Geometric Distillation with Stable Video Diffusion for Single-Image 3D Object Generation Ye Tao Jiawei Zhang Yahao Shi Dongqing Zou Bin Zhou 3DGS 60 0 0 08 Mar 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 46 0 0 08 Mar 2025
End-to-End Action Segmentation Transformer Tieqiao Wang Sinisa Todorovic ViT 44 0 0 08 Mar 2025
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation Runze Zhang Guoguang Du Xiaochuan Li Qi Jia Liang Jin ... Zhenhua Guo Yaqian Zhao Xiaoli Gong Rengang Li Baoyu Fan VGen 75 1 0 08 Mar 2025
Lifelong Learning with Task-Specific Adaptation: Addressing the Stability-Plasticity Dilemma Ruiyu Wang Sen Wang Wei Ji Q. Sun CLL KELM 70 0 0 08 Mar 2025
Statistical Deficiency for Task Inclusion Estimation Loïc Fosse Frédéric Béchet Benoit Favre Géraldine Damnati Gwénolé Lecorvé Maxime Darrin Philippe Formont Pablo Piantanida 246 0 0 07 Mar 2025
SOLAR: Scalable Optimization of Large-scale Architecture for Reasoning Chen Li Yinyi Luo Anudeep Bolimera Uzair Ahmed Shri Kiran Srinivasan Hrishikesh Gokhale Marios Savvides LRM AI4CE 68 1 0 06 Mar 2025
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data Cecilia Diana-Albelda Roberto Alcover-Couso Álvaro García-Martín Jesús Bescós Marcos Escudero-Viñolo 55 1 0 06 Mar 2025
Wanda++: Pruning Large Language Models via Regional Gradients Yifan Yang Kai Zhen Bhavana Ganesh Aram Galstyan Goeric Huybrechts ... S. Bodapati Nathan Susanj Zheng Zhang Jack FitzGerald Abhishek Kumar 66 0 0 06 Mar 2025
SpiritSight Agent: Advanced GUI Agent with One Look Zhiyuan Huang Ziming Cheng Junting Pan Zhaohui Hou Mingjie Zhan LLMAG 101 2 0 05 Mar 2025
Bridging Molecular Graphs and Large Language Models Runze Wang Mingqi Yang Yanming Shen 77 0 0 05 Mar 2025
AirExo-2: Scaling up Generalizable Robotic Imitation Learning with Low-Cost Exoskeletons Hongjie Fang Chenxi Wang Yiming Wang J. Chen Shangning Xia ... Xinyu Zhan Lixin Yang Weiming Wang Cewu Lu Hao-Shu Fang 87 1 0 05 Mar 2025
Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation Jiantao Lin Xin Yang Meixi Chen Yingjie Xu D. Yan Leyi Wu Xinli Xu Lie Xu Shunsi Zhang Ying-Cong Chen 80 1 0 03 Mar 2025
WeGen: A Unified Model for Interactive Multimodal Generation as We Chat Zhipeng Huang Shaobin Zhuang Canmiao Fu Binxin Yang Ying Zhang Chong Sun Zhizheng Zhang Yali Wang Chen Li Zheng-Jun Zha DiffM 74 2 0 03 Mar 2025
Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data Haoxin Li Boyang Li CoGe 76 0 0 03 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Yanzhe Zhang Xiren Zhou MoE SyDa 78 32 0 03 Mar 2025
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace Jia-Chen Zhang Yu-Jie Xiong Chun-Ming Xia Dong-Hai Zhu Xi-He Qiu 68 1 0 03 Mar 2025
Alchemist: Towards the Design of Efficient Online Continual Learning System Yuyang Huang Yuhan Liu Haryadi S. Gunawi Beibin Li Changho Hwang CLL OnRL 112 0 0 03 Mar 2025
Towards An Efficient LLM Training Paradigm for CTR Prediction Allen Lin Renqin Cai Yun He Hanchao Yu Jing Qian Rui Li Qifan Wang James Caverlee 56 0 0 02 Mar 2025
Efficient Jailbreaking of Large Models by Freeze Training: Lower Layers Exhibit Greater Sensitivity to Harmful Content Hongyuan Shen Min Zheng Jincheng Wang Yang Zhao 49 0 0 28 Feb 2025
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute Sotiris Anagnostidis Gregor Bachmann Yeongmin Kim Jonas Kohler Markos Georgopoulos A. Sanakoyeu Yuming Du Albert Pumarola Ali K. Thabet Edgar Schönfeld 97 0 0 27 Feb 2025
HuAMR: A Hungarian AMR Parser and Dataset Botond Barta Endre Hamerlik Milán Konor Nyist Judit Ács 46 0 0 27 Feb 2025
Chitranuvad: Adapting Multi-Lingual LLMs for Multimodal Translation Shaharukh Khan Ayush Tarun Ali Faraz Palash Kamble Vivek Dahiya Praveen Kumar Pokala Ashish Kulkarni Chandra Khatri Abhinav Ravi Shubham Agarwal 248 0 0 27 Feb 2025
FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework S M Sarwar AI4MH 51 0 0 27 Feb 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 92 3 0 26 Feb 2025
A Sliding Layer Merging Method for Efficient Depth-Wise Pruning in LLMs Xuan Ding Rui Sun Yunjian Zhang Xiu Yan Yueqi Zhou Kaihao Huang Suzhong Fu Angelica I Aviles-Rivero Chuanlong Xie Yao Zhu 131 1 0 26 Feb 2025