Title
Image and Video Tokenization with Binary Spherical Quantization Yue Zhao Yuanjun Xiong Philipp Krahenbuhl 96 29 0 11 Jun 2024
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning Shuvendu Roy Yasaman Parhizkar Franklin Ogidi Vahid Reza Khazaie Michael Colacci Ali Etemad Elham Dolatabadi Arash Afkanpour VLM 148 1 0 11 Jun 2024
A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation Riccardo Fogliato Pratik Patil Mathew Monfort Pietro Perona 73 1 0 11 Jun 2024
Adapters Strike Back Jan-Martin O. Steitz Stefan Roth 82 8 0 10 Jun 2024
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration Yuanjie Shi Subhankar Ghosh Taha Belkhouja J. Doppa Yan Yan 93 4 0 10 Jun 2024
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez 112 1 0 10 Jun 2024
Efficient Neural Compression with Inference-time Decoding Clément Metz Olivier Bichler Antoine Dupret MQ 64 0 0 10 Jun 2024
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Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-Training Ke Niu Haiyang Yu X. Qian Teng Fu Bin Li Xiangyang Xue 108 5 0 10 Jun 2024
Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh Mamba 71 4 0 09 Jun 2024
Visual Prompt Tuning in Null Space for Continual Learning Yue Lu Shizhou Zhang De Cheng Yinghui Xing N. Wang Peng Wang Yanning Zhang VLM VPVLM CLL 105 17 0 09 Jun 2024
PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection Wei Li Pin-Yu Chen Sijia Liu Ren Wang AAML 125 3 0 09 Jun 2024
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Jiayi Guo Jinyi Hu Zhiyuan Liu Shiji Song Yuan Yao Gao Huang 92 18 0 08 Jun 2024
A model of early word acquisition based on realistic-scale audiovisual naming events Khazar Khorrami Okko Räsänen NAI 83 0 0 07 Jun 2024
Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data Sohaib Younis Bernhard Seeger 86 0 0 07 Jun 2024
Labeled Data Selection for Category Discovery Bingchen Zhao Nico Lang Serge Belongie Oisin Mac Aodha 102 4 0 07 Jun 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 77 3 0 07 Jun 2024
Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection Yiheng Zhang Yunkang Cao Tianhang Zhang Nong Sang 70 1 0 07 Jun 2024
Step Out and Seek Around: On Warm-Start Training with Incremental Data Maying Shen Hongxu Yin Pavlo Molchanov Lei Mao Jose M. Alvarez CLL 106 2 0 06 Jun 2024
Data Measurements for Decentralized Data Markets Charles Lu Mohammad Mohammadi Amiri Ramesh Raskar FedML 102 5 0 06 Jun 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 109 30 0 06 Jun 2024
Are We Done with MMLU? Aryo Pradipta Gema Joshua Ong Jun Leang Giwon Hong Alessio Devoto Alberto Carlo Maria Mancino ... R. McHardy Joshua Harris Jean Kaddour Emile van Krieken Pasquale Minervini ELM 152 45 0 06 Jun 2024
Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following Anshul Gupta Pierre Vuillecard Arya Farkhondeh J. Odobez VLM 134 3 0 06 Jun 2024
DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation Zilu Guo Liuyang Bian Xuan Huang Hu Wei Jingyu Li Huasheng Ni SSeg 115 15 0 06 Jun 2024
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs Fang Chen Gourav Datta Mujahid Al Rafi Hyeran Jeon Meng Tang 242 1 0 06 Jun 2024
Reassessing How to Compare and Improve the Calibration of Machine Learning Models M. Chidambaram Rong Ge 163 2 0 06 Jun 2024
OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference Dujian Ding Bicheng Xu L. Lakshmanan VLM 130 2 0 06 Jun 2024
Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models Lucas Berry Axel Brando David Meger 111 7 0 05 Jun 2024
Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner Qiang Nie Weifu Fu Yuhuan Lin Jialin Li Yifeng Zhou Yong Liu Lei Zhu Chengjie Wang 108 0 0 05 Jun 2024
Enhancing 2D Representation Learning with a 3D Prior Mehmet Aygun Prithviraj Dhar Zhicheng Yan Oisin Mac Aodha Rakesh Ranjan SSL 99 1 0 04 Jun 2024
An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders Scott C. Lowe Joakim Bruslund Haurum Sageev Oore T. Moeslund Graham W. Taylor SSL 122 4 0 04 Jun 2024
EUFCC-340K: A Faceted Hierarchical Dataset for Metadata Annotation in GLAM Collections Francesc Net Marc Folia Pep Casals Andrew D. Bagdanov Lluís Gómez 129 2 0 04 Jun 2024
Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing Youwei Shu Xi Xiao Derui Wang Yuxin Cao Siji Chen Jason Xue Linyi Li Yue Liu 87 2 0 04 Jun 2024
SMCL: Saliency Masked Contrastive Learning for Long-tailed Recognition Sanglee Park Seung-won Hwang Jungmin So 86 0 0 04 Jun 2024
Exploring Real World Map Change Generalization of Prior-Informed HD Map Prediction Models Samuel M. Bateman Ning Xu H. C. Zhao Yael Ben Shalom Vince Gong Greg Long Will Maddern 74 5 0 04 Jun 2024
ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models Thanh-Dat Truong Xin Li Bhiksha Raj Jackson Cothren Khoa Luu DiffM VLM 110 1 0 03 Jun 2024
Differentially Private Fine-Tuning of Diffusion Models Yu-Lin Tsai Yizhe Li Zekai Chen Po-yu Chen Chia-Mu Yu Xuebin Ren Francois Buet-Golfouse 111 4 0 03 Jun 2024
Expected Grad-CAM: Towards gradient faithfulness Vincenzo Buono Peyman Sheikholharam Mashhadi M. Rahat Prayag Tiwari Stefan Byttner FAtt 82 2 0 03 Jun 2024
Augmented Commonsense Knowledge for Remote Object Grounding Bahram Mohammadi Yicong Hong Yuankai Qi Qi Wu Shirui Pan Javen Qinfeng Shi 107 9 0 03 Jun 2024
Scaling Up Deep Clustering Methods Beyond ImageNet-1K Nikolas Adaloglou Félix D. P. Michels Kaspar Senft Diana Petrusheva M. Kollmann 119 1 0 03 Jun 2024
$Δ$ -DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers Pengtao Chen Mingzhu Shen Peng Ye Jianjian Cao Chongjun Tu C. Bouganis Yiren Zhao Tao Chen 131 52 0 03 Jun 2024
Is Data Valuation Learnable and Interpretable? Ou Wu Weiyao Zhu Mengyang Li TDI 115 1 0 03 Jun 2024
VeriSplit: Secure and Practical Offloading of Machine Learning Inferences across IoT Devices Han Zhang Zifan Wang Mihir Dhamankar Matt Fredrikson Yuvraj Agarwal 122 2 0 02 Jun 2024
On the Use of Anchoring for Training Vision Models V. Narayanaswamy Kowshik Thopalli Rushil Anirudh Yamen Mubarka W. Sakla Jayaraman J. Thiagarajan 100 1 0 01 Jun 2024
Phasor-Driven Acceleration for FFT-based CNNs Eduardo Reis Thangarajah Akilan Mohammed Khalid 67 0 0 01 Jun 2024
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization Songhua Liu Xin Jin Xingyi Yang Jingwen Ye Xinchao Wang OOD 181 1 0 01 Jun 2024
Contrastive Learning Via Equivariant Representation Sifan Song Jinfeng Wang Qiaochu Zhao Xiang Li Dufan Wu Angelos Stefanidis Jionglong Su S. Kevin Zhou Quanzheng Li 87 1 0 01 Jun 2024
Communication-Efficient Distributed Deep Learning via Federated Dynamic Averaging Michail Theologitis Georgios Frangias Georgios Anestis V. Samoladas Antonios Deligiannakis FedML 120 0 0 31 May 2024
Ovis: Structural Embedding Alignment for Multimodal Large Language Model Shiyin Lu Yang Li Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang Han-Jia Ye VLM MLLM 155 69 0 31 May 2024
Power of Cooperative Supervision: Multiple Teachers Framework for Enhanced 3D Semi-Supervised Object Detection Jin-Hee Lee Jae-Keun Lee Je-Seok Kim Soon Kwon 3DPC 78 0 0 31 May 2024