Understanding the Role of the Projector in Knowledge Distillation Mar 20, 2023 image-classification Image Classification
Code Code Available 1TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization Mar 20, 2023 Adversarial Robustness image-classification
Code Code Available 1DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification Mar 19, 2023 Classification Diabetic Retinopathy Grading
Code Code Available 1Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation Mar 17, 2023 Classification Decoder
Code Code Available 1The Cascaded Forward Algorithm for Neural Network Training Mar 17, 2023 image-classification Image Classification
Code Code Available 1A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Mar 16, 2023 Domain Adaptation image-classification
Code Code Available 1Rethinking Model Ensemble in Transfer-based Adversarial Attacks Mar 16, 2023 image-classification Image Classification
Code Code Available 1DeepMIM: Deep Supervision for Masked Image Modeling Mar 15, 2023 image-classification Image Classification
Code Code Available 1Making Vision Transformers Efficient from A Token Sparsification View Mar 15, 2023 Efficient ViTs image-classification
Code Code Available 1Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification Mar 15, 2023 image-classification Image Classification
Code Code Available 1Twin Contrastive Learning with Noisy Labels Mar 13, 2023 Contrastive Learning Image Classification
Code Code Available 1Pretrained ViTs Yield Versatile Representations For Medical Images Mar 13, 2023 image-classification Image Classification
Code Code Available 1FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning Mar 13, 2023 Image Classification Remote Sensing Image Classification
Code Code Available 1MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID Mar 13, 2023 image-classification Image Classification
Code Code Available 1Schema Inference for Interpretable Image Classification Mar 12, 2023 Classification Graph Matching
Code Code Available 1Extending global-local view alignment for self-supervised learning with remote sensing imagery Mar 12, 2023 Change Detection Contrastive Learning
Code Code Available 1Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases Mar 9, 2023 Image Captioning image-classification
Code Code Available 1FFT-based Dynamic Token Mixer for Vision Mar 7, 2023 image-classification Image Classification
Code Code Available 1A Unified Algebraic Perspective on Lipschitz Neural Networks Mar 6, 2023 image-classification Image Classification
Code Code Available 1EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization Mar 3, 2023 image-classification Image Classification
Code Code Available 1Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer Mar 3, 2023 image-classification Image Classification
Code Code Available 1Improving GAN Training via Feature Space Shrinkage Mar 2, 2023 image-classification Image Classification
Code Code Available 1Time Series as Images: Vision Transformer for Irregularly Sampled Time Series Mar 1, 2023 image-classification Image Classification
Code Code Available 1Generic-to-Specific Distillation of Masked Autoencoders Feb 28, 2023 Decoder image-classification
Code Code Available 1GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting Feb 28, 2023 Continual Learning Federated Learning
Code Code Available 1Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Feb 27, 2023 Active Learning Domain Adaptation
Code Code Available 1Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities Feb 22, 2023 Entity Linking Fine-Grained Image Recognition
Code Code Available 1FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing Feb 21, 2023 Data Compression Edge-computing
Code Code Available 1Efficiency 360: Efficient Vision Transformers Feb 16, 2023 Continual Learning Fairness
Code Code Available 1THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression Feb 16, 2023 Deep Learning image-classification
Code Code Available 1Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification Feb 16, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1Improved Online Conformal Prediction via Strongly Adaptive Online Learning Feb 15, 2023 Conformal Prediction image-classification
Code Code Available 1Learning with Noisy labels via Self-supervised Adversarial Noisy Masking Feb 14, 2023 Image Classification Learning with noisy labels
Code Code Available 1Learning from Noisy Labels with Decoupled Meta Label Purifier Feb 14, 2023 Image Classification Meta-Learning
Code Code Available 1The LuViRA Dataset: Synchronized Vision, Radio, and Audio Sensors for Indoor Localization Feb 10, 2023 image-classification Image Classification
Code Code Available 1Reversible Vision Transformers Feb 9, 2023 GPU image-classification
Code Code Available 1Cross-Layer Retrospective Retrieving via Layer Attention Feb 8, 2023 image-classification Image Classification
Code Code Available 1CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Feb 6, 2023 Classification image-classification
Code Code Available 1Revisiting Discriminative vs. Generative Classifiers: Theory and Implications Feb 5, 2023 Few-Shot Learning Image Classification
Code Code Available 1CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks Feb 4, 2023 Adversarial Attack Adversarial Robustness
Code Code Available 1Hyperspectral Image Classification Using Deep Matrix Capsules Feb 2, 2023 Classification Edge-computing
Code Code Available 1Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment Feb 2, 2023 Attribute Few-Shot Image Classification
Code Code Available 1Continual Learning with Scaled Gradient Projection Feb 2, 2023 Continual Learning image-classification
Code Code Available 1SAAL: Sharpness-Aware Active Learning Feb 2, 2023 Active Learning image-classification
Code Code Available 1NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning Jan 31, 2023 Classification image-classification
Code Code Available 1UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers Jan 31, 2023 Image Captioning Image Classification
Code Code Available 1PhaVIP: Phage VIrion Protein classification based on chaos game representation and Vision Transformer Jan 29, 2023 Classification image-classification
Code Code Available 1CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification Jan 27, 2023 Data Augmentation image-classification
Code Code Available 1Direct Parameterization of Lipschitz-Bounded Deep Networks Jan 27, 2023 image-classification Image Classification
Code Code Available 1Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers Jan 27, 2023 image-classification Image Classification
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