Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Mar 7, 2018 Brain Segmentation image-classification
Code Code Available 15 Shredder: Learning Noise Distributions to Protect Inference Privacy May 26, 2019 GPU image-classification
Code Code Available 15 CondenseNet V2: Sparse Feature Reactivation for Deep Networks Apr 9, 2021 Computational Efficiency image-classification
Code Code Available 15 Container: Context Aggregation Network Jun 2, 2021 Image Classification Inductive Bias
Code Code Available 15 A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available 15 A Robust Feature Downsampling Module for Remote Sensing Visual Tasks Jun 1, 2023 image-classification Image Classification
Code Code Available 15 Compressing Features for Learning with Noisy Labels Jun 27, 2022 Feature Compression Feature Importance
Code Code Available 15 Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network Jan 17, 2020 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available 15 Compositional Explanations of Neurons Jun 24, 2020 image-classification Image Classification
Code Code Available 15 Stateful ODE-Nets using Basis Function Expansions Jun 21, 2021 image-classification Image Classification
Code Code Available 15 Compressive Visual Representations Sep 27, 2021 Contrastive Learning Image Classification
Code Code Available 15 Can We Talk Models Into Seeing the World Differently? Mar 14, 2024 Image Captioning Image Classification
Code Code Available 15 Are These Birds Similar: Learning Branched Networks for Fine-grained Representations Jan 16, 2020 Classification Document Text Classification
Code Code Available 15 Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation May 19, 2021 Image Classification Knowledge Distillation
Code Code Available 15 A Simple Baseline for Low-Budget Active Learning Oct 22, 2021 Active Learning image-classification
Code Code Available 15 Embedded Prompt Tuning: Towards Enhanced Calibration of Pretrained Models for Medical Images Jul 1, 2024 Cross-Domain Few-Shot image-classification
Code Code Available 15 A Survey of Classical And Quantum Sequence Models Dec 15, 2023 Classification image-classification
Code Code Available 15 Complementary-Label Learning for Arbitrary Losses and Models Oct 10, 2018 General Classification Image Classification
Code Code Available 15 Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 15 Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers Jun 3, 2023 Computational Efficiency image-classification
Code Code Available 15 Contrastive Learning of Generalized Game Representations Jun 18, 2021 Contrastive Learning Image Classification
Code Code Available 15 Combating noisy labels by agreement: A joint training method with co-regularization Mar 5, 2020 Diversity Image Classification
Code Code Available 15 Combating Label Noise in Deep Learning Using Abstention May 27, 2019 Deep Learning General Classification
Code Code Available 15 Combining GANs and AutoEncoders for Efficient Anomaly Detection Nov 16, 2020 Adversarial Attack Anomaly Detection
Code Code Available 15 A Rainbow in Deep Network Black Boxes May 29, 2023 image-classification Image Classification
Code Code Available 15 Collaborative Transformers for Grounded Situation Recognition Mar 30, 2022 Grounded Situation Recognition Image Classification
Code Code Available 15 Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration Sep 29, 2021 image-classification Image Classification
Code Code Available 15 Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction Sep 11, 2021 Classification Deep Learning
Code Code Available 15 AQD: Towards Accurate Fully-Quantized Object Detection Jul 14, 2020 Image Classification Object
Code Code Available 15 CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning Nov 21, 2024 Continual Learning Image Classification
Code Code Available 15 A Comprehensive Empirical Evaluation on Online Continual Learning Aug 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available 15 Arch-Net: Model Distillation for Architecture Agnostic Model Deployment Nov 1, 2021 image-classification Image Classification
Code Code Available 15 CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs Jun 12, 2020 image-classification Image Classification
Code Code Available 15 Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification Sep 14, 2022 Binary Classification Classification
Code Code Available 15 A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm Feb 26, 2020 Data Augmentation image-classification
Code Code Available 15 Approaching Deep Learning through the Spectral Dynamics of Weights Aug 21, 2024 Deep Learning image-classification
Code Code Available 15 Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available 15 CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Mar 29, 2022 Image Classification
Code Code Available 15 A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Dec 29, 2021 image-classification Image Classification
Code Code Available 15 Co^2L: Contrastive Continual Learning Jun 28, 2021 Continual Learning Contrastive Learning
Code Code Available 15 CoAtNet: Marrying Convolution and Attention for All Data Sizes Jun 9, 2021 All Image Classification
Code Code Available 15 ClusterFormer: Clustering As A Universal Visual Learner Sep 22, 2023 Clustering image-classification
Code Code Available 15 ViViT: A Video Vision Transformer Mar 29, 2021 Action Classification Action Recognition
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 An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow Mar 30, 2020 Data Augmentation Deep Learning
Code Code Available 15 4-bit Shampoo for Memory-Efficient Network Training May 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 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 CoCa: Contrastive Captioners are Image-Text Foundation Models May 4, 2022 Action Classification Decoder
Code Code Available 15 Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learning Sep 12, 2022 Federated Learning image-classification
Code Code Available 15