AICSD: Adaptive Inter-Class Similarity Distillation for Semantic Segmentation Aug 8, 2023 Knowledge Distillation Semantic Segmentation
Code Code Available 5 Context-Aware Image Inpainting with Learned Semantic Priors Jun 14, 2021 Image Inpainting Knowledge Distillation
Code Code Available 5 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 5 Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure Mar 12, 2024 All Continual Learning
Code Code Available 5 CaKDP: Category-aware Knowledge Distillation and Pruning Framework for Lightweight 3D Object Detection Jan 1, 2024 3D Object Detection Knowledge Distillation
Code Code Available 5 Distilling Knowledge from Graph Convolutional Networks Mar 23, 2020 Knowledge Distillation Transfer Learning
Code Code Available 5 Distillation-Based Training for Multi-Exit Architectures Oct 1, 2019 Knowledge Distillation
Code Code Available 5 Distillation Matters: Empowering Sequential Recommenders to Match the Performance of Large Language Model May 1, 2024 Knowledge Distillation Language Modeling
Code Code Available 5 Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space Dec 1, 2020 Diversity Knowledge Distillation
Code Code Available 5 DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings Dec 10, 2021 Contrastive Learning Knowledge Distillation
Code Code Available 5 Discriminator-Cooperated Feature Map Distillation for GAN Compression Dec 29, 2022 Image Generation Knowledge Distillation
Code Code Available 5 AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning Aug 13, 2021 Adversarial Attack Adversarial Robustness
Code Code Available 5 Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection Aug 28, 2023 Binary Classification Classification
Code Code Available 5 DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining May 20, 2023 Extractive Summarization Knowledge Distillation
Code Code Available 5 Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Aug 26, 2022 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval Jul 31, 2022 Knowledge Distillation Language Modeling
Code Code Available 5 BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation Jun 13, 2023 Knowledge Distillation Segmentation
Code Code Available 5 Breaking Modality Gap in RGBT Tracking: Coupled Knowledge Distillation Oct 15, 2024 Knowledge Distillation Rgb-T Tracking
Code Code Available 5 Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Oct 23, 2022 Acoustic Unit Discovery Contrastive Learning
Code Code Available 5 AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition Jul 1, 2024 Face Recognition Knowledge Distillation
Code Code Available 5 Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection Jul 16, 2024 Knowledge Distillation object-detection
Code Code Available 5 Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models May 15, 2023 3D Object Detection Image Captioning
Code Code Available 5 DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Oct 2, 2019 Hate Speech Detection Knowledge Distillation
Code Code Available 5 Digging into contrastive learning for robust depth estimation with diffusion models Apr 15, 2024 Contrastive Learning Denoising
Code Code Available 5 Boosting Light-Weight Depth Estimation Via Knowledge Distillation May 13, 2021 Computational Efficiency Depth Estimation
Code Code Available 5 Extending global-local view alignment for self-supervised learning with remote sensing imagery Mar 12, 2023 Change Detection Contrastive Learning
Code Code Available 5 ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via α-β-Divergence May 7, 2025 Knowledge Distillation
Code Code Available 5 AgeFlow: Conditional Age Progression and Regression with Normalizing Flows May 15, 2021 Attribute Knowledge Distillation
Code Code Available 5 Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation May 23, 2022 image-classification Image Classification
Code Code Available 5 DIOD: Self-Distillation Meets Object Discovery Jan 1, 2024 Instance Segmentation Knowledge Distillation
Code Code Available 5 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 5 Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation Jun 1, 2020 Knowledge Distillation Neural Architecture Search
Code Code Available 5 Blockwisely Supervised Neural Architecture Search with Knowledge Distillation Nov 29, 2019 Knowledge Distillation Neural Architecture Search
Code Code Available 5 A framework for benchmarking class-out-of-distribution detection and its application to ImageNet Feb 23, 2023 Benchmarking Knowledge Distillation
Code Code Available 5 Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels Mar 28, 2023 Knowledge Distillation
Code Code Available 5 DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation Apr 5, 2023 Data Augmentation Knowledge Distillation
Code Code Available 5 Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation Nov 21, 2022 Click-Through Rate Prediction Knowledge Distillation
Code Code Available 5 Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing Mar 10, 2024 Image Retrieval Knowledge Distillation
Code Code Available 5 BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation Jul 12, 2024 Knowledge Distillation
Code Code Available 5 Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval Oct 11, 2022 Knowledge Distillation Quantization
Code Code Available 5 Prototype-based Incremental Few-Shot Semantic Segmentation Nov 30, 2020 Few-Shot Semantic Segmentation Incremental Learning
Code Code Available 5 Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction Sep 1, 2021 Data Poisoning Knowledge Distillation
Code Code Available 5 Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents Oct 13, 2023 Informativeness Knowledge Distillation
Code Code Available 5 A Fast Knowledge Distillation Framework for Visual Recognition Dec 2, 2021 image-classification Image Classification
Code Code Available 5 BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation Jun 19, 2024 Knowledge Distillation Language Modeling
Code Code Available 5 Adversarially Robust Distillation May 23, 2019 Adversarial Robustness Knowledge Distillation
Code Code Available 5 Black-box Few-shot Knowledge Distillation Jul 25, 2022 image-classification Image Classification
Code Code Available 5 DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing Nov 23, 2022 Ensemble Learning Knowledge Distillation
Code Code Available 5 DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation Apr 19, 2022 Dialogue Generation Knowledge Distillation
Code Code Available 5 Directed Acyclic Transformer for Non-Autoregressive Machine Translation May 16, 2022 Knowledge Distillation Machine Translation
Code Code Available 5 