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• Self-Supervised Learning for Generalizable Out-of-Distribution Detection

  Sina Mohseni, Mandar Pitale, JBS Yadawa, Zhangyang Wang

  5216-5223

  2020-04-03

• TouchFormer: A Robust Transformer-based Framework for Multimodal Material Perception

  Kailin Lyu, Long Xiao, Jianing Zeng, Junhao Dong, Xuexin Liu, Zhuojun Zou, Haoyue Yang, Lin Shu, Jie Hao

  18496-18504

  2026-03-14

• Few-Shot Object Detection via Variational Feature Aggregation

  Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia

  755-763

  2023-06-26

• Parameter-Efficient Model Adaptation for Vision Transformers

  Xuehai He, Chunyuan Li, Pengchuan Zhang, Jianwei Yang, Xin Eric Wang

  817-825

  2023-06-26

• Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME

  Farhad Shakerin, Gopal Gupta

  3052-3059

  2019-07-17

• Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection

  Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber

  7715-7723

  2019-07-17

• Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models

  Sourya Basu, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Vijil Chenthamarakshan, Kush R. Varshney, Lav R. Varshney, Payel Das

  6788-6796

  2023-06-26

• Embedding Uncertain Knowledge Graphs

  Xuelu Chen, Muhao Chen, Weijia Shi, Yizhou Sun, Carlo Zaniolo

  3363-3370

  2019-07-17

• Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity

  Pritam Sarkar, Ali Etemad

  9723-9732

  2023-06-26

• Stitch, Contrast, and Segment: Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos

  Haitao Tian, Pierre Payeur

  7365-7373

  2025-04-11

• TinyFoA: Memory Efficient Forward-Only Algorithm for On-Device Learning

  Baichuan Huang, Amir Aminifar

  17377-17385

  2025-04-11

• PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models

  Peixuan Li, Pengzhou Cheng, Fangqi Li, Wei Du, Haodong Zhao, Gongshen Liu

  14991-14999

  2023-06-26

• BIFRNet: A Brain-Inspired Feature Restoration DNN for Partially Occluded Image Recognition

  Jiahong Zhang, Lihong Cao, Qiuxia Lai, Bingyao Li, Yunxiao Qin

  15296-15304

  2023-06-26

• CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines

  Arjun Akula, Shuai Wang, Song-Chun Zhu

  2594-2601

  2020-04-03

• Aligning Attention with Human Rationales for Self-Explaining Hate Speech Detection

  Brage Eilertsen, Røskva Bjørgfinsdóttir, Francielle Vargas, Ali Ramezani-Kebrya

  37369-37378

  2026-03-14

• Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract)

  Jingchao Gao, Ziqing Lu, Raghu Mudumbai, Xiaodong Wu, Jirong Yi, Myung Cho, Catherine Xu, Hui Xie, Weiyu Xu

  41212-41213

  2026-03-14

• Harnessing Edge Information for Improved Robustness in Vision Transformers

  Yanxi Li, Chengbin Du, Chang Xu

  3252-3260

  2024-03-24

• Semantic-Guided Sketch-to-RGB Image Generation via Controlled Diffusion for Improved Sketch Recognition (Student Abstract)

  Ritika Jain, Atul Kumar, Akshay Agarwal

  41231-41233

  2026-03-14

• Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs

  Heng Wang, Changxing Wu

  33467-33475

  2026-03-14

• Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning

  Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Zhimeng Huang, Yuhua Li

  28618-28626

  2026-03-14

• A Multimodal, Multi-Task Adapting Framework for Video Action Recognition

  Mengmeng Wang, Jiazheng Xing, Boyuan Jiang, Jun Chen, Jianbiao Mei, Xingxing Zuo, Guang Dai, Jingdong Wang, Yong Liu

  5517-5525

  2024-03-24

• A Natural Language Processing System for Extracting Evidence of Drug Repurposing from Scientific Publications

  Shivashankar Subramanian, Ioana Baldini, Sushma Ravichandran, Dmitriy A. Katz-Rogozhnikov, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Kush R. Varshney, Annmarie Wang, Pradeep Mangalath, Laura B. Kleiman

  13369-13381

  2020-04-03

• Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering

  Jing Zhang, Xiaoqiang Liu, Mingzhe Chen, Zhe Wang

  7151-7159

  2024-03-24

• Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding

  Yanmei Zou, Hongshan Yu, Zhengeng Yang, Zechuan Li, Naveed Akhtar

  7891-7899

  2024-03-24

• T-Center: A Novel Discriminative Feature Extraction Approach for Iris Recognition

  Yifeng Chen, Cheng Wu, Yiming Wang

  9929-9930

  2019-07-17