Title
BuilderBench -- A benchmark for generalist agents Raj Ghugare Catherine Ji Kathryn Wantlin Jin Schofield Benjamin Eysenbach 56 0 0 07 Oct 2025
ALISE: Annotation-Free LiDAR Instance Segmentation for Autonomous Driving Yongxuan Lyu Guangfeng Jiang Hongsi Liu Jun Liu 112 10 0 07 Oct 2025
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation Muquan Li Hang Gou Dongyang Zhang Shuang Liang Xiurui Xie Deqiang Ouyang Ke Qin DD 148 1 0 06 Oct 2025
SONA: Learning Conditional, Unconditional, and Mismatching-Aware Discriminator Yuhta Takida Satoshi Hayakawa Takashi Shibuya Masaaki Imaizumi Naoki Murata Bac Nguyen Toshimitsu Uesaka Chieh-Hsin Lai Yuki Mitsufuji DiffM 80 0 0 06 Oct 2025
Bridging Reasoning to Learning: Unmasking Illusions using Complexity Out of Distribution Generalization Mohammad Mahdi Samiei Paqaleh Arash Marioriyad Arman Tahmasebi-Zadeh Mohamadreza Fereydooni Mahdi Ghaznavai Mahdieh Soleymani Baghshah 84 0 0 06 Oct 2025
Adaptive Memory Momentum via a Model-Based Framework for Deep Learning Optimization Kristi Topollai A. Choromańska ODL 219 0 0 06 Oct 2025
The Artificial Intelligence Cognitive Examination: A Survey on the Evolution of Multimodal Evaluation from Recognition to Reasoning Mayank Ravishankara Varindra V. Persad Maharaj ELM 113 0 0 05 Oct 2025
Detection of retinal diseases using an accelerated reused convolutional network Amin Ahmadi Kasani H. Sajedi 180 4 0 05 Oct 2025
Sliding Window Attention for Learned Video Compression Alexander Kopte Andre Kaup 45 0 0 04 Oct 2025
Model-Guided Microstimulation Steers Primate Visual Behavior Johannes Mehrer Ben Lonnqvist Anna Mitola Abdülkadir Gökce Paolo Papale Martin Schrimpf 68 0 0 04 Oct 2025
Diffusion-Classifier Synergy: Reward-Aligned Learning via Mutual Boosting Loop for FSCIL Ruitao Wu Yifan Zhao Guangyao Chen Jia Li 163 0 0 04 Oct 2025
SAFA-SNN: Sparsity-Aware On-Device Few-Shot Class-Incremental Learning with Fast-Adaptive Structure of Spiking Neural Network Huijing Zhang Muyang Cao Linshan Jiang Xin Du Di Yu Changze Lv Shuiguang Deng 56 0 0 04 Oct 2025
Product-Quantised Image Representation for High-Quality Image Synthesis Denis Zavadski Nikita Philip Tatsch Carsten Rother 32 0 0 03 Oct 2025
Hyperparameter Loss Surfaces Are Simple Near their Optima Nicholas Lourie He He Kyunghyun Cho 48 0 0 03 Oct 2025
Consistent Assistant Domains Transformer for Source-free Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2025 Renrong Shao Wei Zhang Kangyang Luo Qin Li and Jun Wang 80 0 0 02 Oct 2025
Unsupervised Dynamic Feature Selection for Robust Latent Spaces in Vision Tasks Bruno Corcuera Carlos Eiras-Franco Brais Cancela 80 0 0 02 Oct 2025
Representational Alignment Across Model Layers and Brain Regions with Hierarchical Optimal Transport Shaan Shah Meenakshi Khosla OT 126 0 0 02 Oct 2025
Small is Sufficient: Reducing the World AI Energy Consumption Through Model Selection Tiago da Silva Barros Frédéric Giroire Ramon Aparicio-Pardo Joanna Moulierac 88 0 0 02 Oct 2025
Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models Sofiane Ennadir Levente Zólyomi Oleg Smirnov Tianze Wang John Pertoft Filip Cornell Lele Cao 72 0 0 02 Oct 2025
Attack logics, not outputs: Towards efficient robustification of deep neural networks by falsifying concept-based properties Raik Dankworth Gesina Schwalbe AAML 56 0 0 01 Oct 2025
Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation Jing Wang Wonho Bae Jiahong Chen Wenxu Wang Junhyug Noh 128 0 0 01 Oct 2025
SVDefense: Effective Defense against Gradient Inversion Attacks via Singular Value Decomposition Chenxiang Luo David K.Y. Yau Qun Song AAML 105 0 0 01 Oct 2025
Curiosity-Driven LLM-as-a-judge for Personalized Creative Judgment Vanya Bannihatti Kumar Divyanshu Goyal Akhil Eppa Neel Bhandari ELM LRM 52 0 0 01 Oct 2025
Robust Context-Aware Object Recognition Klara Janouskova Cristian Gavrus Jirí Matas 96 0 0 01 Oct 2025
JEPA-T: Joint-Embedding Predictive Architecture with Text Fusion for Image Generation Siheng Wan Zhengtao Yao Zhengdao Li Junhao Dong Yanshu Li ... Haoyan Xu Yijiang Li Zhikang Dong Huacan Wang Jifeng Shen DiffM 40 0 0 01 Oct 2025
Cat: Post-Training Quantization Error Reduction via Cluster-based Affine Transformation Ali Zoljodi Radu Timofte Masoud Daneshtalab MQ 103 0 0 30 Sep 2025
The Impact of Scaling Training Data on Adversarial Robustness Marco Zimmerli Andreas Plesner Till Aczél Roger Wattenhofer 68 0 0 30 Sep 2025
Growing Winning Subnetworks, Not Pruning Them: A Paradigm for Density Discovery in Sparse Neural Networks Qihang Yao Constantine Dovrolis 40 0 0 30 Sep 2025
Hybrid Dual-Batch and Cyclic Progressive Learning for Efficient Distributed Training Kuan-Wei Lu Ding-Yong Hong Pangfeng Liu Jan-Jan Wu 66 0 0 30 Sep 2025
From MNIST to ImageNet: Understanding the Scalability Boundaries of Differentiable Logic Gate Networks Sven Brändle Till Aczél Andreas Plesner Roger Wattenhofer MoE AI4CE 53 0 0 30 Sep 2025
Emergent evaluation hubs in a decentralizing large language model ecosystem Manuel Cebrian Tomomi Kito Raul Castro Fernandez ALM ELM 84 0 0 30 Sep 2025
OmniDFA: A Unified Framework for Open Set Synthesis Image Detection and Few-Shot Attribution Shiyu Wu Shuyan Li Jing Li Jing Liu Yequan Wang 84 0 0 30 Sep 2025
Cutting the Skip: Training Residual-Free Transformers Yiping Ji James Martens Jianqiao Zheng Ziqin Zhou Peyman Moghadam Xinyu Zhang Hemanth Saratchandran Simon Lucey 109 1 0 30 Sep 2025
Towards Reliable and Holistic Visual In-Context Learning Prompt Selection Wenxiao Wu Jing-Hao Xue C. Xu Chen Liu Xinwei Sun Changxin Gao Nong Sang Yanwei Fu 138 0 0 30 Sep 2025
Uni-X: Mitigating Modality Conflict with a Two-End-Separated Architecture for Unified Multimodal Models Jitai Hao Hao Liu Xinyan Xiao Qiang Huang Jun Yu 96 0 0 29 Sep 2025
Vehicle Classification under Extreme Imbalance: A Comparative Study of Ensemble Learning and CNNs Abu Hanif Muhammad Syarubany 24 0 0 29 Sep 2025
Rethinking JEPA: Compute-Efficient Video SSL with Frozen Teachers Xianhang Li Chen Huang Chun-Liang Li Eran Malach J. Susskind Vimal Thilak Etai Littwin 106 0 0 29 Sep 2025
One-Prompt Strikes Back: Sparse Mixture of Experts for Prompt-based Continual Learning Minh Le Bao-Ngoc Dao Huy Le Nguyen Quyen Tran Anh-Viêt Nguyên Nhat Ho CLL MoE 68 0 0 29 Sep 2025
Echoes of Humanity: Exploring the Perceived Humanness of AI Music Flavio Figueiredo Giovanni Martinelli Henrique Sousa Pedro Rodrigues Frederico Pedrosa Lucas N. Ferreira 68 0 0 29 Sep 2025
Score-based Membership Inference on Diffusion Models Mingxing Rao Bowen Qu Daniel Moyer DiffM 72 1 0 29 Sep 2025
LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training Xiang An Yin Xie Kaicheng Yang Wenkang Zhang X. Zhao ... Zizhen Yan Ziyong Feng Ziwei Liu Bo Li Jiankang Deng MLLM VLM SyDa 215 24 0 28 Sep 2025
StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data Yixu Wang Yan Teng Yingchun Wang Jiabo He MoMe AAML 132 0 0 28 Sep 2025
HieraTok: Multi-Scale Visual Tokenizer Improves Image Reconstruction and Generation Cong Chen Ziyuan Huang Cheng Zou Huanyi Zheng Kaixiang Ji Jiajia Liu Jingdong Chen Hao Chen Chunhua Shen 94 2 0 28 Sep 2025
Dynamics of Learning: Generative Schedules from Latent ODEs Matt L. Sampson Peter Melchior 48 0 0 27 Sep 2025
CCNeXt: An Effective Self-Supervised Stereo Depth Estimation Approach Alexandre Lopes Roberto Souza Hélio Pedrini MDE 133 0 0 26 Sep 2025
EfficientDepth: A Fast and Detail-Preserving Monocular Depth Estimation Model Andrii Litvynchuk Ivan Livinsky Anand Ravi N. Kalantari Andrii Tsarov MDE 118 0 0 26 Sep 2025
Activation Function Design Sustains Plasticity in Continual Learning Lute Lillo Nick Cheney CLL 41 0 0 26 Sep 2025
Training-Free Synthetic Data Generation with Dual IP-Adapter Guidance Luc Boudier Loris Manganelli Eleftherios Tsonis Nicolas Dufour Vicky Kalogeiton DiffM VLM 47 1 0 26 Sep 2025
Hemorica: A Comprehensive CT Scan Dataset for Automated Brain Hemorrhage Classification, Segmentation, and Detection Kasra Davoodi Mohammad Hoseyni Javad Khoramdel Reza Barati Reihaneh Mortazavi A. Nikoofard Mahdi Aliyari-Shoorehdeli Jaber Hatam Parikhan 94 1 0 26 Sep 2025
Category Discovery: An Open-World Perspective Zhenqi He Yuanpei Liu Kai Han 182 1 0 26 Sep 2025