Title
TraFlow: Trajectory Distillation on Pre-Trained Rectified Flow Zhangkai Wu Xuhui Fan Hongyu Wu Longbing Cao 89 0 0 24 Feb 2025
Improving the Transferability of Adversarial Examples by Inverse Knowledge Distillation Wenyuan Wu Zheng Liu Yong Chen Chao Su Dezhong Peng Xu Wang AAML 224 0 0 24 Feb 2025
TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba Xiuwei Chen Sihao Lin Xiao Dong Zhenpeng Chen Meng Cao Jiawei Han Hang Xu Xiaodan Liang Mamba 126 1 0 24 Feb 2025
Entropy-Lens: The Information Signature of Transformer Computations Riccardo Ali Francesco Caso Christopher Irwin Pietro Lio 110 3 0 23 Feb 2025
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images Yubo Wang Jianting Tang Chaohu Liu Linli Xu AAML 199 1 0 23 Feb 2025
SAE-V: Interpreting Multimodal Models for Enhanced Alignment Hantao Lou Changye Li Yalan Qin Yaodong Yang 137 1 0 22 Feb 2025
Exploring Patient Data Requirements in Training Effective AI Models for MRI-based Breast Cancer Classification Solha Kang W. D. Neve Francois Rameau Utku Ozbulak OOD 98 0 0 22 Feb 2025
Large Language Model for Lossless Image Compression with Visual Prompts Junhao Du Chuqin Zhou Ning Cao Gang Chen Yunuo Chen Zhengxue Cheng Li Song Guo Lu Wenjun Zhang VLM 116 2 0 22 Feb 2025
Understanding the Emergence of Multimodal Representation Alignment Megan Tjandrasuwita Chanakya Ekbote Liu Ziyin Paul Pu Liang 122 2 0 22 Feb 2025
NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions Tue Cao Nhat X. Hoang Hieu H. Pham P. Nguyen My T. Thai 273 1 0 22 Feb 2025
Hierarchical Residuals Exploit Brain-Inspired Compositionality F. M. López Jochen Triesch 78 0 0 21 Feb 2025
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation Yue Zhou Yi-Ju Chang Yuan Wu MoMe 140 3 0 21 Feb 2025
SEA: Shareable and Explainable Attribution for Query-based Black-box Attacks Yue Gao Ilia Shumailov Kassem Fawaz AAML 224 0 0 21 Feb 2025
Dissecting Human Body Representations in Deep Networks Trained for Person Identification Thomas M. Metz Matthew Q. Hill Blake Myers Veda Nandan Gandi Rahul Chilakapati A. O’toole CVBM 3DH 94 1 0 21 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 279 6 0 21 Feb 2025
Challenges of Multi-Modal Coreset Selection for Depth Prediction Viktor Moskvoretskii Narek Alvandian 80 0 0 20 Feb 2025
Simpler Fast Vision Transformers with a Jumbo CLS Token A. Fuller Yousef Yassin Daniel G. Kyrollos Evan Shelhamer James R. Green 216 0 0 20 Feb 2025
Appeal prediction for AI up-scaled Images Steve Göring Rasmus Merten Alexander Raake 81 0 0 19 Feb 2025
MaxSup: Overcoming Representation Collapse in Label Smoothing Yuxuan Zhou Heng Li Zhi-Qi Cheng Xudong Yan Yifei Dong Mario Fritz Margret Keuper 160 0 0 18 Feb 2025
GPU Memory Usage Optimization for Backward Propagation in Deep Network Training Ding-Yong Hong Tzu-Hsien Tsai Ning Wang Pangfeng Liu Jan-Jan Wu 118 0 0 18 Feb 2025
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions Sujan Sai Gannamaneni Rohil Prakash Rao Michael Mock Maram Akila Stefan Wrobel AAML 470 0 0 17 Feb 2025
Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy Roman Malashin Valeria Yachnaya Alexander Mullin 137 1 0 17 Feb 2025
Diffusion Models without Classifier-free Guidance Zhicong Tang Jianmin Bao Dong Chen Baining Guo VLM 98 5 0 17 Feb 2025
Object-Centric Image to Video Generation with Language Guidance Angel Villar-Corrales Gjergj Plepi Sven Behnke DiffM VGen OCL 263 1 0 17 Feb 2025
Alignment and Adversarial Robustness: Are More Human-Like Models More Secure? Blaine Hoak Kunyang Li Patrick McDaniel AAML 24 0 0 17 Feb 2025
Low-Rank Thinning Annabelle Michael Carrell Albert Gong Abhishek Shetty Raaz Dwivedi Lester W. Mackey 138 0 0 17 Feb 2025
A Mathematics Framework of Artificial Shifted Population Risk and Its Further Understanding Related to Consistency Regularization Xiliang Yang Shenyang Deng Shicong Liu Yuanchi Suo Wing.W.Y NG Jianjun Zhang 56 0 0 15 Feb 2025
Acute Lymphoblastic Leukemia Diagnosis Employing YOLOv11, YOLOv8, ResNet50, and Inception-ResNet-v2 Deep Learning Models Alaa Awad Salah A. Aly 137 1 0 13 Feb 2025
ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources Jason Wu Kang Yang Lance M. Kaplan Mani B. Srivastava 81 0 0 11 Feb 2025
Dense Object Detection Based on De-homogenized Queries Yueming Huang Chenrui Ma Hao Zhou Hao Wu Guowu Yuan 229 0 0 11 Feb 2025
Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models Samuel Stevens Wei-Lun Chao T. Berger-Wolf Yu-Chuan Su VLM 154 6 0 10 Feb 2025
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations Krishna Sri Ipsit Mantri Carola-Bibiane Schönlieb Bruno Ribeiro Chaim Baskin Moshe Eliasof 151 1 0 09 Feb 2025
MicroViT: A Vision Transformer with Low Complexity Self Attention for Edge Device Novendra Setyawan Chi-Chia Sun Mao-Hsiu Hsu W. Kuo Jun-Wei Hsieh ViT 138 3 0 09 Feb 2025
Contrastive Representation Distillation via Multi-Scale Feature Decoupling Cuipeng Wang Tieyuan Chen Haipeng Wang 111 0 0 09 Feb 2025
Adversarial Machine Learning: Attacks, Defenses, and Open Challenges Pranav K Jha AAML 96 0 0 08 Feb 2025
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art Ilias Azizi Karima Echihabi Themis Palpanas 152 9 0 08 Feb 2025
Evaluating Vision-Language Models for Emotion Recognition Sree Bhattacharyya James Z. Wang VLM 156 2 0 08 Feb 2025
Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Qirui Wu Shizhou Zhang De Cheng Yinghui Xing Di Xu Peng Wang Yanning Zhang ObjD 280 0 0 08 Feb 2025
Invizo: Arabic Handwritten Document Optical Character Recognition Solution Alhossien Waly Bassant Tarek Ali Feteha Rewan Yehia Gasser Amr Walid Gomaa Ahmed M. Fares 152 0 0 07 Feb 2025
Advancing Weight and Channel Sparsification with Enhanced Saliency Xinglong Sun Maying Shen Hongxu Yin Lei Mao Pavlo Molchanov Jose M. Alvarez 100 1 0 05 Feb 2025
Efficient Global Neural Architecture Search Shahid Siddiqui C. Kyrkou T. Theocharides 97 0 0 05 Feb 2025
Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework Dongliang Zhou Haijun Zhang Kai-Bo Yang Linlin Liu Han Yan Xiaofei Xu Zhao Zhang Shuicheng Yan 315 19 0 05 Feb 2025
DANDI: Diffusion as Normative Distribution for Deep Neural Network Input Somin Kim Shin Yoo 167 0 0 05 Feb 2025
BRIDLE: Generalized Self-supervised Learning with Quantization Hoang M. Nguyen Satya Narayan Shukla Qiang Zhang Hanchao Yu Sreya D. Roy Taipeng Tian Lingjiong Zhu Yuchen Liu SSL MQ 148 0 0 04 Feb 2025
AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs Hongxin Li Jingfan Chen Jingran Su Yuntao Chen Qing Li Zhaoxiang Zhang 473 1 0 04 Feb 2025
A Framework for Double-Blind Federated Adaptation of Foundation Models Nurbek Tastan Karthik Nandakumar FedML 95 0 0 03 Feb 2025
Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models H. Malik Fahad Shamshad Muzammal Naseer Karthik Nandakumar Fahad Shahbaz Khan Salman Khan AAML MLLM VLM 155 1 0 03 Feb 2025
qNBO: quasi-Newton Meets Bilevel Optimization Sheng Fang Yong Liu Wei-Ting Yao Chengming Yu Jin Zhang 171 0 0 03 Feb 2025
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches Luca Ciampi Ali Azmoudeh Elif Ecem Akbaba Erdi Sarıtaş Ziya Ata Yazıcı H. K. Ekenel Giuseppe Amato Fabrizio Falchi 196 0 0 31 Jan 2025
P-TAME: Explain Any Image Classifier with Trained Perturbations Mariano V. Ntrougkas Vasileios Mezaris Ioannis Patras AAML FAtt 73 0 0 29 Jan 2025