Anytime Continual Learning for Open Vocabulary Classification Sep 13, 2024 Classification Continual Learning
Code Code Available 1Region Comparison Network for Interpretable Few-shot Image Classification Sep 8, 2020 Classification Few-Shot Image Classification
Code Code Available 1Adversarial Continual Learning Mar 21, 2020 Continual Learning 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 1Regularized Optimal Transport Layers for Generalized Global Pooling Operations Dec 13, 2022 Graph Classification image-classification
Code Code Available 1Regularizing and Optimizing LSTM Language Models Aug 7, 2017 Image Classification Language Modeling
Code Code Available 1A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference Oct 6, 2020 image-classification Image Classification
Code Code Available 1Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available 1CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Jul 31, 2021 image-classification Image Classification
Code Code Available 1Relative Positional Encoding for Transformers with Linear Complexity May 18, 2021 Gaussian Processes Image Classification
Code Code Available 1Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification Jun 25, 2020 Classification General Classification
Code Code Available 1ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring Nov 21, 2019 Image Classification Semi-Supervised Image Classification
Code Code Available 1A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Jun 14, 2019 image-classification Image Classification
Code Code Available 1Remote Sensing Change Detection With Transformers Trained from Scratch Apr 13, 2023 Change Detection image-classification
Code Code Available 1[Re] Rigging the Lottery: Making All Tickets Winners Mar 29, 2021 All GPU
Code Code Available 1Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available 1Reproducible scaling laws for contrastive language-image learning Dec 14, 2022 Image Classification Open Vocabulary Attribute Detection
Code Code Available 1CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available 1ResMLP: Feedforward networks for image classification with data-efficient training May 7, 2021 Data Augmentation Fine-Grained Image Classification
Code Code Available 1Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available 1ResNet strikes back: An improved training procedure in timm Oct 1, 2021 Classification Data Augmentation
Code Code Available 1ResT: An Efficient Transformer for Visual Recognition May 28, 2021 Diversity image-classification
Code Code Available 1Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels Feb 10, 2021 Image Classification Image Classification with Human Noise
Code Code Available 1Rethinking Local Perception in Lightweight Vision Transformer Mar 31, 2023 image-classification Image Classification
Code Code Available 1Rethinking model prototyping through the MedMNIST+ dataset collection Apr 24, 2024 Image Classification Medical Image Classification
Code Code Available 1Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need Jul 5, 2023 All Classification
Code Code Available 1Adversarial Example Detection for DNN Models: A Review and Experimental Comparison May 1, 2021 Autonomous Vehicles image-classification
Code Code Available 1Rethinking Recurrent Neural Networks and Other Improvements for Image Classification Jul 30, 2020 General Classification image-classification
Code Code Available 1Deep Roto-Translation Scattering for Object Classification Dec 30, 2014 Classification Dictionary Learning
Code Code Available 1Rethinking the Inception Architecture for Computer Vision Dec 2, 2015 Computational Efficiency Image Classification
Code Code Available 1Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study Oct 6, 2021 Classification Computational Efficiency
Code Code Available 1Deep Networks with Stochastic Depth Mar 30, 2016 Image Classification
Code Code Available 1Reversible Vision Transformers Feb 9, 2023 GPU image-classification
Code Code Available 1Revising deep learning methods in parking lot occupancy detection Jun 7, 2023 Deep Learning Image Classification
Code Code Available 1Revisiting Discriminative vs. Generative Classifiers: Theory and Implications Feb 5, 2023 Few-Shot Learning Image Classification
Code Code Available 1Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? Jun 29, 2022 image-classification Image Classification
Code Code Available 1CLCC: Contrastive Learning for Color Constancy Jun 9, 2021 Color Constancy Contrastive Learning
Code Code Available 1CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network May 19, 2022 Classification Ensemble Learning
Code Code Available 1Cross-Layer Retrospective Retrieving via Layer Attention Feb 8, 2023 image-classification Image Classification
Code Code Available 1Clean-Label Backdoor Attacks on Video Recognition Models Mar 6, 2020 Backdoor Attack backdoor defense
Code Code Available 1CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise Nov 20, 2017 Classification General Classification
Code Code Available 1Revisiting Weakly Supervised Pre-Training of Visual Perception Models Jan 20, 2022 Fine-Grained Image Classification Image Classification
Code Code Available 1Adversarial Examples in Deep Learning for Multivariate Time Series Regression Sep 24, 2020 Adversarial Attack Deep Learning
Code Code Available 1Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning Dec 1, 2021 image-classification Image Classification
Code Code Available 1Rethinking Channel Dimensions for Efficient Model Design Jul 2, 2020 Image Classification Instance Segmentation
Code Code Available 1CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation Image Classification
Code Code Available 1A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available 1A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology Jul 15, 2021 image-classification Image Classification
Code Code Available 1Robotic Pick-and-Place of Novel Objects in Clutter with Multi-Affordance Grasping and Cross-Domain Image Matching Oct 3, 2017 image-classification Image Classification
Code Code Available 1DeepNoise: Signal and Noise Disentanglement based on Classifying Fluorescent Microscopy Images via Deep Learning Sep 13, 2022 Disentanglement Drug Discovery
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