Language Model Prior for Low-Resource Neural Machine Translation Apr 30, 2020 Knowledge Distillation Language Modeling
Code Code Available Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models May 15, 2023 3D Object Detection Image Captioning
Code Code Available Distillation Matters: Empowering Sequential Recommenders to Match the Performance of Large Language Model May 1, 2024 Knowledge Distillation Language Modeling
Code Code Available Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation Nov 21, 2022 Click-Through Rate Prediction Knowledge Distillation
Code Code Available Advancing Pre-trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection May 3, 2024 Anomaly Detection Attribute
Code Code Available Learning Compatible Embeddings Aug 4, 2021 Knowledge Distillation Retrieval
Code Code Available A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging Dec 14, 2021 ECG based Sleep Staging EEG
Code Code Available Learning Distilled Collaboration Graph for Multi-Agent Perception Nov 1, 2021 3D Object Detection Knowledge Distillation
Code Code Available Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification Jan 6, 2020 General Classification Knowledge Distillation
Code Code Available Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation Oct 14, 2022 Knowledge Distillation
Code Code Available Directed Acyclic Transformer for Non-Autoregressive Machine Translation May 16, 2022 Knowledge Distillation Machine Translation
Code Code Available Extending global-local view alignment for self-supervised learning with remote sensing imagery Mar 12, 2023 Change Detection Contrastive Learning
Code Code Available Digging into contrastive learning for robust depth estimation with diffusion models Apr 15, 2024 Contrastive Learning Denoising
Code Code Available DIOD: Self-Distillation Meets Object Discovery Jan 1, 2024 Instance Segmentation Knowledge Distillation
Code Code Available DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining May 20, 2023 Extractive Summarization Knowledge Distillation
Code Code Available Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning Sep 2, 2024 Continual Learning Contrastive Learning
Code Code Available Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels Mar 28, 2023 Knowledge Distillation
Code Code Available Channel Distillation: Channel-Wise Attention for Knowledge Distillation Jun 2, 2020 Knowledge Distillation
Code Code Available A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation Feb 21, 2021 Image Segmentation Knowledge Distillation
Code Code Available DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation Apr 5, 2023 Data Augmentation Knowledge Distillation
Code Code Available DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings Dec 10, 2021 Contrastive Learning Knowledge Distillation
Code Code Available Distilling the Knowledge of BERT for Sequence-to-Sequence ASR Aug 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Densely Guided Knowledge Distillation using Multiple Teacher Assistants Sep 18, 2020 Knowledge Distillation Model Compression
Code Code Available Dense Interspecies Face Embedding Nov 28, 2022 Image Manipulation Interspecies Facial Keypoint Transfer
Code Code Available DE-RRD: A Knowledge Distillation Framework for Recommender System Dec 8, 2020 Knowledge Distillation Model Compression
Code Code Available Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available A Dual-Space Framework for General Knowledge Distillation of Large Language Models Apr 15, 2025 Code Generation General Knowledge
Code Code Available Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs May 21, 2025 Knowledge Distillation Knowledge Graphs
Code Code Available DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available Deep Structured Instance Graph for Distilling Object Detectors Sep 27, 2021 Instance Segmentation Knowledge Distillation
Code Code Available Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation Jul 21, 2020 Instance Segmentation Knowledge Distillation
Code Code Available Defocus Blur Detection via Depth Distillation Jul 16, 2020 Decoder Defocus Blur Detection
Code Code Available CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal Images Feb 22, 2023 Knowledge Distillation Scene Understanding
Code Code Available DeepKD: A Deeply Decoupled and Denoised Knowledge Distillation Trainer May 21, 2025 Denoising Knowledge Distillation
Code Code Available Deformation Flow Based Two-Stream Network for Lip Reading Mar 12, 2020 Knowledge Distillation Lipreading
Code Code Available DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing Nov 23, 2022 Ensemble Learning Knowledge Distillation
Code Code Available Decoupled Multimodal Distilling for Emotion Recognition Mar 24, 2023 Emotion Recognition Knowledge Distillation
Code Code Available Anti-Distillation Backdoor Attacks: Backdoors Can Really Survive in Knowledge Distillation Oct 24, 2021 Backdoor Attack Knowledge Distillation
Code Code Available DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge Distillation May 2, 2023 Knowledge Distillation Semantic Segmentation
Code Code Available Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation Oct 12, 2022 Class-Incremental Semantic Segmentation Knowledge Distillation
Code Code Available Decoupled Kullback-Leibler Divergence Loss May 23, 2023 Adversarial Defense Adversarial Robustness
Code Code Available Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation Jun 18, 2020 Decoder Knowledge Distillation
Code Code Available Data-Free Knowledge Distillation via Feature Exchange and Activation Region Constraint Jan 1, 2023 Data Augmentation Data-free Knowledge Distillation
Code Code Available Data-Free Class-Incremental Hand Gesture Recognition Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression May 17, 2023 Knowledge Distillation Language Modeling
Code Code Available Data-Free Knowledge Distillation for Heterogeneous Federated Learning May 20, 2021 Data-free Knowledge Distillation Federated Learning
Code Code Available Data-Free Network Quantization With Adversarial Knowledge Distillation May 8, 2020 Knowledge Distillation Model Compression
Code Code Available DASS: Distilled Audio State Space Models Are Stronger and More Duration-Scalable Learners Jul 4, 2024 Audio Classification Audio Tagging
Code Code Available DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation Oct 11, 2023 Decoder fr-en
Code Code Available 