Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification Aug 4, 2022 image-classification Image Classification
Code Code Available 1SSformer: A Lightweight Transformer for Semantic Segmentation Aug 3, 2022 Decoder image-classification
Code Code Available 1Adaptive Edge Offloading for Image Classification Under Rate Limit Jul 31, 2022 Classification image-classification
Code Code Available 1Class-Difficulty Based Methods for Long-Tailed Visual Recognition Jul 29, 2022 Action Classification image-classification
Code Code Available 1Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels Jul 29, 2022 Image Classification
Code Code Available 1Topological structure of complex predictions Jul 28, 2022 image-classification Image Classification
Code Code Available 1CrAM: A Compression-Aware Minimizer Jul 28, 2022 GPU Image Classification
Code Code Available 1Contrastive Masked Autoencoders are Stronger Vision Learners Jul 27, 2022 Contrastive Learning Decoder
Code Code Available 1Image sensing with multilayer, nonlinear optical neural networks Jul 27, 2022 image-classification Image Classification
Code Code Available 1Text Classification in Memristor-based Spiking Neural Networks Jul 27, 2022 Classification image-classification
Code Code Available 1Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Jul 26, 2022 Adversarial Robustness Fine-Grained Image Classification
Code Code Available 1Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification Jul 26, 2022 Few-Shot Learning Hyperspectral Image Classification
Code Code Available 1SSIVD-Net: A Novel Salient Super Image Classification & Detection Technique for Weaponized Violence Jul 26, 2022 Action Recognition image-classification
Code Code Available 1Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Jul 25, 2022 Classification Domain Generalization
Code Code Available 1Black-box Few-shot Knowledge Distillation Jul 25, 2022 image-classification Image Classification
Code Code Available 1TransCL: Transformer Makes Strong and Flexible Compressive Learning Jul 25, 2022 compressed sensing Computational Efficiency
Code Code Available 1Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition Jul 23, 2022 Contrastive Learning image-classification
Code Code Available 1Tailoring Self-Supervision for Supervised Learning Jul 20, 2022 Adversarial Robustness Data Augmentation
Code Code Available 1AutoDiCE: Fully Automated Distributed CNN Inference at the Edge Jul 20, 2022 Code Generation image-classification
Code Code Available 1Latent Discriminant deterministic Uncertainty Jul 20, 2022 Autonomous Driving Depth Estimation
Code Code Available 1Balanced Contrastive Learning for Long-Tailed Visual Recognition Jul 19, 2022 Contrastive Learning Image Classification
Code Code Available 1LR-Net: A Block-based Convolutional Neural Network for Low-Resolution Image Classification Jul 19, 2022 Classification image-classification
Code Code Available 1Robustar: Interactive Toolbox Supporting Precise Data Annotation for Robust Vision Learning Jul 18, 2022 BIG-bench Machine Learning image-classification
Code Code Available 1ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder Jul 17, 2022 Decision Making Decoder
Code Code Available 1Zero-Shot Temporal Action Detection via Vision-Language Prompting Jul 17, 2022 Action Detection Classification
Code Code Available 1Progress and limitations of deep networks to recognize objects in unusual poses Jul 16, 2022 Data Augmentation image-classification
Code Code Available 1Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation Jul 14, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1LightViT: Towards Light-Weight Convolution-Free Vision Transformers Jul 12, 2022 GPU image-classification
Code Code Available 1UniNet: Unified Architecture Search with Convolution, Transformer, and MLP Jul 12, 2022 Image Classification Neural Architecture Search
Code Code Available 1Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 1Regression Metric Loss: Learning a Semantic Representation Space for Medical Images Jul 12, 2022 image-classification Image Classification
Code Code Available 1Backdoor Attacks on Crowd Counting Jul 12, 2022 Backdoor Attack Crowd Counting
Code Code Available 1Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models Jul 8, 2022 Dimensionality Reduction image-classification
Code Code Available 1DLME: Deep Local-flatness Manifold Embedding Jul 7, 2022 Contrastive Learning Data Augmentation
Code Code Available 1ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification Jul 5, 2022 Data Augmentation image-classification
Code Code Available 1DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Jul 4, 2022 Attribute Contrastive Learning
Code Code Available 1CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution Jul 4, 2022 Compiler Optimization image-classification
Code Code Available 1FlowNAS: Neural Architecture Search for Optical Flow Estimation Jul 4, 2022 image-classification Image Classification
Code Code Available 1NP-Match: When Neural Processes meet Semi-Supervised Learning Jul 3, 2022 image-classification Image Classification
Code Code Available 1Saliency-Regularized Deep Multi-Task Learning Jul 3, 2022 image-classification Image Classification
Code Code Available 1Can Language Understand Depth? Jul 3, 2022 Depth Estimation image-classification
Code Code Available 1Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift Jul 2, 2022 Classification image-classification
Code Code Available 1Learning Cross-Image Object Semantic Relation in Transformer for Few-Shot Fine-Grained Image Classification Jul 2, 2022 Fine-Grained Image Classification image-classification
Code Code Available 1BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label Jul 1, 2022 Adversarial Attack Backdoor Attack
Code Code Available 1Learning Iterative Reasoning through Energy Minimization Jun 30, 2022 image-classification Image Classification
Code Code Available 1Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Jun 30, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available 1Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? Jun 29, 2022 image-classification Image Classification
Code Code Available 1FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification Jun 28, 2022 Contrastive Learning Federated Learning
Code Code Available 1RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network Jun 28, 2022 General Classification image-classification
Code Code Available 1Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment Jun 28, 2022 Domain Adaptation image-classification
Code Code Available 1