HGRN2: Gated Linear RNNs with State Expansion Apr 11, 2024 Image Classification Language Modeling
Code Code Available 25 Adapter is All You Need for Tuning Visual Tasks Nov 25, 2023 All image-classification
Code Code Available 25 A Self-Supervised Descriptor for Image Copy Detection Feb 21, 2022 Contrastive Learning Copy Detection
Code Code Available 25 Agent Attention: On the Integration of Softmax and Linear Attention Dec 14, 2023 Computational Efficiency image-classification
Code Code Available 25 AutoFormer: Searching Transformers for Visual Recognition Jul 1, 2021 AutoML Fine-Grained Image Classification
Code Code Available 25 Involution: Inverting the Inherence of Convolution for Visual Recognition Mar 10, 2021 Image Classification
Code Code Available 25 Attention Mechanisms in Computer Vision: A Survey Nov 15, 2021 image-classification Image Classification
Code Code Available 25 Continual Forgetting for Pre-trained Vision Models Mar 18, 2024 Continual Forgetting Face Recognition
Code Code Available 25 CrypTen: Secure Multi-Party Computation Meets Machine Learning Sep 2, 2021 BIG-bench Machine Learning GPU
Code Code Available 25 ktrain: A Low-Code Library for Augmented Machine Learning Apr 19, 2020 BIG-bench Machine Learning Classification
Code Code Available 25 Fast Vision Transformers with HiLo Attention May 26, 2022 Benchmarking Efficient ViTs
Code Code Available 25 Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification Jan 11, 2024 Contrastive Learning image-classification
Code Code Available 25 SCAN: Learning to Classify Images without Labels May 25, 2020 Classification Clustering
Code Code Available 25 Many-Shot In-Context Learning in Multimodal Foundation Models May 16, 2024 image-classification Image Classification
Code Code Available 25 LibFewShot: A Comprehensive Library for Few-shot Learning Sep 10, 2021 Data Augmentation Few-Shot Image Classification
Code Code Available 25 SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual Recognition Jan 30, 2023 Feature Upsampling image-classification
Code Code Available 25 Approaching Deep Learning through the Spectral Dynamics of Weights Aug 21, 2024 Deep Learning image-classification
Code Code Available 15 Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels Feb 10, 2021 Image Classification Image Classification with Human Noise
Code Code Available 15 ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification Nov 25, 2021 image-classification Image Classification
Code Code Available 15 Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Aug 2, 2024 counterfactual image-classification
Code Code Available 15 CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available 15 ClusterFormer: Clustering As A Universal Visual Learner Sep 22, 2023 Clustering image-classification
Code Code Available 15 CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available 15 FocusNet: Classifying Better by Focusing on Confusing Classes Oct 14, 2021 Classification image-classification
Code Code Available 15 Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification Aug 2, 2024 Classification Computational Efficiency
Code Code Available 15 Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification Mar 19, 2021 image-classification Image Classification
Code Code Available 15 A 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 15 CLIP-guided Federated Learning on Heterogeneous and Long-Tailed Data Dec 14, 2023 Contrastive Learning Federated Learning
Code Code Available 15 CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Nov 28, 2024 image-classification Image Classification
Code Code Available 15 A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Jun 14, 2019 image-classification Image Classification
Code Code Available 15 Anytime Continual Learning for Open Vocabulary Classification Sep 13, 2024 Classification Continual Learning
Code Code Available 15 An Overview of Deep Learning Architectures in Few-Shot Learning Domain Aug 12, 2020 Deep Learning Few-Shot Learning
Code Code Available 15 CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise Nov 20, 2017 Classification General Classification
Code Code Available 15 A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available 15 AQD: Towards Accurate Fully-Quantized Object Detection Jul 14, 2020 Image Classification Object
Code Code Available 15 Clean-Label Backdoor Attacks on Video Recognition Models Mar 6, 2020 Backdoor Attack backdoor defense
Code Code Available 15 CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation Image Classification
Code Code Available 15 CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation Mar 20, 2022 image-classification Image Classification
Code Code Available 15 CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning Feb 11, 2022 Image Classification Partial Label Learning
Code Code Available 15 AASAE: Augmentation-Augmented Stochastic Autoencoders Jul 26, 2021 Contrastive Learning Data Augmentation
Code Code Available 15 A Conservative Approach for Unbiased Learning on Unknown Biases Jan 1, 2022 image-classification Image Classification
Code Code Available 15 Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes Jan 31, 2020 General Classification image-classification
Code Code Available 15 Class-Difficulty Based Methods for Long-Tailed Visual Recognition Jul 29, 2022 Action Classification image-classification
Code Code Available 15 A Novel Convolutional Neural Network Architecture with a Continuous Symmetry Aug 3, 2023 image-classification Image Classification
Code Code Available 15 Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Feb 9, 2022 Image Classification regression
Code Code Available 15 Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available 15 Class-Balanced Active Learning for Image Classification Oct 9, 2021 Active Learning Classification
Code Code Available 15 Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification Jan 1, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 Class-Balanced Distillation for Long-Tailed Visual Recognition Apr 12, 2021 Image Classification Knowledge Distillation
Code Code Available 15 A Novel Approach for detecting Normal, COVID-19 and Pneumonia patient using only binary classifications from chest CT-Scans Mar 28, 2022 COVID-19 Diagnosis Diagnostic
Code Code Available 15