{"total":69,"rows":[{"id":"2204.13062","title":"Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution","created":"2022-04-27","cited_by_count":54,"area":null},{"id":"2101.05544","title":"DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation","created":"2021-01-14","cited_by_count":48,"area":null},{"id":"2209.04599","title":"Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation","created":"2022-09-10","cited_by_count":45,"area":"distill"},{"id":"2104.12565","title":"Mutual Contrastive Learning for Visual Representation Learning","created":"2021-04-26","cited_by_count":42,"area":null},{"id":"2207.11518","title":"Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition","created":"2022-07-23","cited_by_count":36,"area":"distill"},{"id":"2307.12574","title":"A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic Segmentation","created":"2023-07-24","cited_by_count":33,"area":"distill"},{"id":"2103.06132","title":"MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks","created":"2021-03-10","cited_by_count":32,"area":null},{"id":"2309.05911","title":"Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning","created":"2023-09-12","cited_by_count":32,"area":null},{"id":"2103.13811","title":"Student Network Learning via Evolutionary Knowledge Distillation","created":"2021-03-23","cited_by_count":30,"area":"distill"},{"id":"2102.03349","title":"On the Reproducibility of Neural Network Predictions","created":"2021-02-05","cited_by_count":29,"area":null},{"id":"2209.04996","title":"Switchable Online Knowledge Distillation","created":"2022-09-12","cited_by_count":29,"area":"distill"},{"id":"2103.14473","title":"Distilling a Powerful Student Model via Online Knowledge Distillation","created":"2021-03-26","cited_by_count":22,"area":"distill"},{"id":"2112.03603","title":"Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning","created":"2021-12-07","cited_by_count":20,"area":null},{"id":"2306.10687","title":"Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation","created":"2023-06-19","cited_by_count":20,"area":"distill"},{"id":"2312.00600","title":"Improving Plasticity in Online Continual Learning via Collaborative Learning","created":"2023-12-01","cited_by_count":20,"area":null},{"id":"2203.03910","title":"Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation","created":"2022-03-08","cited_by_count":18,"area":null},{"id":"2112.05005","title":"Mutual Adversarial Training: Learning together is better than going alone","created":"2021-12-09","cited_by_count":17,"area":null},{"id":"2207.13975","title":"On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification","created":"2022-07-28","cited_by_count":17,"area":null},{"id":"2107.00181","title":"Revisiting Knowledge Distillation: An Inheritance and Exploration Framework","created":"2021-07-01","cited_by_count":15,"area":"distill"},{"id":"2402.07745","title":"Predictive Churn with the Set of Good Models","created":"2024-02-12","cited_by_count":15,"area":null},{"id":"2108.01343","title":"I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection","created":"2021-08-03","cited_by_count":14,"area":null},{"id":"2109.03075","title":"Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution","created":"2021-09-07","cited_by_count":13,"area":"distill"},{"id":"2405.14791","title":"Recurrent Early Exits for Federated Learning with Heterogeneous Clients","created":"2024-05-23","cited_by_count":12,"area":"distill"},{"id":"2311.08640","title":"Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation","created":"2023-11-15","cited_by_count":10,"area":"distill"},{"id":"2104.02176","title":"Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency","created":"2021-04-05","cited_by_count":9,"area":null},{"id":"2302.09595","title":"Latent Class-Conditional Noise Model","created":"2023-02-19","cited_by_count":9,"area":null},{"id":"2501.01184","title":"Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection","created":"2025-01-02","cited_by_count":9,"area":null},{"id":"2212.04884","title":"Co-training $2^L$ Submodels for Visual Recognition","created":"2022-12-09","cited_by_count":8,"area":"distill"},{"id":"2412.15758","title":"Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles","created":"2024-12-20","cited_by_count":8,"area":null},{"id":"2102.05140","title":"Locally Adaptive Label Smoothing for Predictive Churn","created":"2021-02-09","cited_by_count":7,"area":null},{"id":"2106.08960","title":"Collaborative Training of Acoustic Encoders for Speech Recognition","created":"2021-06-16","cited_by_count":7,"area":null},{"id":"2210.08464","title":"Federated Learning with Privacy-Preserving Ensemble Attention Distillation","created":"2022-10-16","cited_by_count":6,"area":null},{"id":"2103.01435","title":"Improved Techniques for Quantizing Deep Networks with Adaptive Bit-Widths","created":"2021-03-02","cited_by_count":5,"area":null},{"id":"2202.13140","title":"Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering","created":"2022-02-26","cited_by_count":5,"area":null},{"id":"2209.10307","title":"Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions","created":"2022-09-21","cited_by_count":5,"area":null},{"id":"2202.12174","title":"Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share?","created":"2022-02-24","cited_by_count":4,"area":null},{"id":"2307.04470","title":"Test-Time Adaptation for Nighttime Color-Thermal Semantic Segmentation","created":"2023-07-10","cited_by_count":4,"area":null},{"id":"2111.14356","title":"Improved Knowledge Distillation via Adversarial Collaboration","created":"2021-11-29","cited_by_count":3,"area":"distill"},{"id":"2112.10844","title":"Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift","created":"2021-12-20","cited_by_count":3,"area":null},{"id":"2210.06436","title":"Deep Combinatorial Aggregation","created":"2022-10-12","cited_by_count":3,"area":null},{"id":"2404.06966","title":"Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training","created":"2024-04-10","cited_by_count":3,"area":null},{"id":"2103.17008","title":"Collaborative Label Correction via Entropy Thresholding","created":"2021-03-31","cited_by_count":2,"area":null},{"id":"2107.07985","title":"Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation","created":"2021-07-16","cited_by_count":2,"area":null},{"id":"2203.04013","title":"Mutual Contrastive Low-rank Learning to Disentangle Whole Slide Image Representations for Glioma Grading","created":"2022-03-08","cited_by_count":2,"area":null},{"id":"2308.04578","title":"Semi-Supervised Semantic Segmentation of Cell Nuclei via Diffusion-based Large-Scale Pre-Training and Collaborative Learning","created":"2023-08-08","cited_by_count":2,"area":"diffusion"},{"id":"2407.13952","title":"Knowledge Distillation Approaches for Accurate and Efficient Recommender System","created":"2024-07-19","cited_by_count":2,"area":"distill"},{"id":"2105.09590","title":"Intra-Model Collaborative Learning of Neural Networks","created":"2021-05-20","cited_by_count":1,"area":null},{"id":"2108.05092","title":"Cooperative Learning for Noisy Supervision","created":"2021-08-11","cited_by_count":1,"area":null},{"id":"2209.05017","title":"An Investigation of Smart Contract for Collaborative Machine Learning Model Training","created":"2022-09-12","cited_by_count":1,"area":null},{"id":"2303.11621","title":"Heterogeneous-Branch Collaborative Learning for Dialogue Generation","created":"2023-03-21","cited_by_count":1,"area":"distill"},{"id":"2402.02012","title":"Precise Knowledge Transfer via Flow Matching","created":"2024-02-03","cited_by_count":1,"area":"diffusion"},{"id":"2406.04639","title":"Cooperative Meta-Learning with Gradient Augmentation","created":"2024-06-07","cited_by_count":1,"area":null},{"id":"2408.03616","title":"Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation","created":"2024-08-07","cited_by_count":1,"area":"distill"},{"id":"2412.20002","title":"Learning an Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking","created":"2024-12-28","cited_by_count":1,"area":null},{"id":"2101.07905","title":"Feature Sharing Cooperative Network for Semantic Segmentation","created":"2021-01-20","cited_by_count":0,"area":null},{"id":"2103.14845","title":"Deep Ensemble Collaborative Learning by using Knowledge-transfer Graph for Fine-grained Object Classification","created":"2021-03-27","cited_by_count":0,"area":null},{"id":"2109.03748","title":"A robust approach for deep neural networks in presence of label noise: relabelling and filtering instances during training","created":"2021-09-08","cited_by_count":0,"area":null},{"id":"2203.11660","title":"Channel Self-Supervision for Online Knowledge Distillation","created":"2022-03-22","cited_by_count":0,"area":"distill"},{"id":"2304.14224","title":"Self-discipline on multiple channels","created":"2023-04-27","cited_by_count":0,"area":"distill"},{"id":"2305.18594","title":"An Analytic End-to-End Deep Learning Algorithm based on Collaborative Learning","created":"2023-05-26","cited_by_count":0,"area":null},{"id":"2312.11218","title":"Decoupled Knowledge with Ensemble Learning for Online Distillation","created":"2023-12-18","cited_by_count":0,"area":"distill"},{"id":"2401.07584","title":"Collaboratively Self-supervised Video Representation Learning for Action Recognition","created":"2024-01-15","cited_by_count":0,"area":null},{"id":"2411.13024","title":"Prior-based Objective Inference Mining Potential Uncertainty for Facial Expression Recognition","created":"2024-11-20","cited_by_count":0,"area":null},{"id":"2411.13690","title":"Multi-Agent Best Arm Identification in Stochastic Linear Bandits","created":"2024-11-20","cited_by_count":0,"area":null},{"id":"2505.00325","title":"CognitionNet: A Collaborative Neural Network for Play Style Discovery in Online Skill Gaming Platform","created":"2025-05-01","cited_by_count":0,"area":null},{"id":"2510.22208","title":"Simplifying Knowledge Transfer in Pretrained Models","created":"2025-10-25","cited_by_count":0,"area":null},{"id":"2511.00584","title":"Structurally Refined Graph Transformer for Multimodal Recommendation","created":"2025-11-01","cited_by_count":0,"area":null},{"id":"2601.08446","title":"Noise-Adaptive Regularization for Robust Multi-Label Remote Sensing Image Classification","created":"2026-01-13","cited_by_count":0,"area":null},{"id":"2603.04720","title":"A Benchmark Study of Neural Network Compression Methods for Hyperspectral Image Classification","created":"2026-03-05","cited_by_count":0,"area":null}],"next_cursor":null}