Core AI

AI-Empowered Decision Support for COVID-19 Social Distancing AAAI 2021 A Novel Visual Interpretability for Deep Neural Networks by Optimizing Activation Maps with Perturbation AAAI 2021 Are Transformers more robust than CNNs? NeurIPS 2021 ArtEmis: Affective Language for Visual Art CVPR 2021 AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling CVPR 2021 Automated Symbolic Law Discovery: A Computer Vision Approach AAAI 2021 Backdoor Attacks Against Deep Learning Systems in the Physical World CVPR 2021 Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021 Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021 Beyond malloc efficiency to fleet efficiency: a hugepage-aware memory allocator OSDI 2021 Binaural Audio-Visual Localization AAAI 2021 Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021 CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency CVPR 2021 Can contrastive learning avoid shortcut solutions? NeurIPS 2021 Can images help recognize entities? A study of the role of images for Multimodal NER EMNLP 2021 Can we have it all? On the Trade-off between Spatial and Adversarial Robustness of Neural Networks NeurIPS 2021 Capsule Network Is Not More Robust Than Convolutional Network CVPR 2021 Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser EMNLP 2021 Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences AAAI 2021 CASTing Your Model: Learning To Localize Improves Self-Supervised Representations CVPR 2021 Chasing Sparsity in Vision Transformers: An End-to-End Exploration NeurIPS 2021 Class-Disentanglement and Applications in Adversarial Detection and Defense NeurIPS 2021 CLCC: Contrastive Learning for Color Constancy CVPR 2021 CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP 2021 Co-Attention for Conditioned Image Matching CVPR 2021