Graph-less Collaborative Filtering Mar 15, 2023 Collaborative Filtering Contrastive Learning
Code Code Available Data-Free Class-Incremental Hand Gesture Recognition Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Graph Relation Distillation for Efficient Biomedical Instance Segmentation Jan 12, 2024 Instance Segmentation Knowledge Distillation
Code Code Available Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method Jun 11, 2023 Knowledge Distillation Language Modeling
Code Code Available HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images Mar 30, 2021 Knowledge Distillation Segmentation
Code Code Available Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval Oct 11, 2022 Knowledge Distillation Quantization
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 Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing Mar 10, 2024 Image Retrieval Knowledge Distillation
Code Code Available AMFD: Distillation via Adaptive Multimodal Fusion for Multispectral Pedestrian Detection May 21, 2024 Knowledge Distillation Pedestrian Detection
Code Code Available BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation Jul 12, 2024 Knowledge Distillation
Code Code Available Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction Sep 1, 2021 Data Poisoning Knowledge Distillation
Code Code Available Adaptive Multi-Teacher Knowledge Distillation with Meta-Learning Jun 11, 2023 Knowledge Distillation Meta-Learning
Code Code Available Black-box Few-shot Knowledge Distillation Jul 25, 2022 image-classification Image Classification
Code Code Available Adaptive Multi-Teacher Multi-level Knowledge Distillation Mar 6, 2021 Knowledge Distillation
Code Code Available HOICLIP: Efficient Knowledge Transfer for HOI Detection with Vision-Language Models Mar 28, 2023 Decoder Human-Object Interaction Detection
Code Code Available Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs May 25, 2021 Attribute Knowledge Distillation
Code Code Available Understanding the Role of the Projector in Knowledge Distillation Mar 20, 2023 image-classification Image Classification
Code Code Available Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation Jun 1, 2020 Knowledge Distillation Neural Architecture Search
Code Code Available Data-Free Knowledge Distillation for Heterogeneous Federated Learning May 20, 2021 Data-free Knowledge Distillation Federated Learning
Code Code Available Human-Inspired Multi-Agent Navigation using Knowledge Distillation Mar 18, 2021 Collision Avoidance Knowledge Distillation
Code Code Available I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval Jun 4, 2023 Knowledge Distillation Passage Retrieval
Code Code Available IDa-Det: An Information Discrepancy-aware Distillation for 1-bit Detectors Oct 7, 2022 Knowledge Distillation object-detection
Code Code Available Implicit Chain of Thought Reasoning via Knowledge Distillation Nov 2, 2023 Knowledge Distillation Math
Code Code Available Improve Cross-Architecture Generalization on Dataset Distillation Feb 20, 2024 Dataset Distillation Knowledge Distillation
Code Code Available Class-Balanced Distillation for Long-Tailed Visual Recognition Apr 12, 2021 Image Classification Knowledge Distillation
Code Code Available Improve Object Detection with Feature-based Knowledge Distillation: Towards Accurate and Efficient Detectors Jan 1, 2021 image-classification Image Classification
Code Code Available Boosting Light-Weight Depth Estimation Via Knowledge Distillation May 13, 2021 Computational Efficiency Depth Estimation
Code Code Available Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation Oct 6, 2020 Knowledge Distillation Passage Ranking
Code Code Available Dark Experience for General Continual Learning: a Strong, Simple Baseline Apr 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available 3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving May 24, 2024 Autonomous Driving Knowledge Distillation
Code Code Available Improving Simultaneous Machine Translation with Monolingual Data Dec 2, 2022 Hallucination Knowledge Distillation
Code Code Available DARTS: Double Attention Reference-based Transformer for Super-resolution Jul 17, 2023 Image Super-Resolution Knowledge Distillation
Code Code Available Advantage-Guided Distillation for Preference Alignment in Small Language Models Feb 25, 2025 Knowledge Distillation
Code Code Available Incremental Object Detection via Meta-Learning Mar 17, 2020 Incremental Learning Knowledge Distillation
Code Code Available Information Theoretic Representation Distillation Dec 1, 2021 Classification with Binary Weight Network Knowledge Distillation
Code Code Available Informative knowledge distillation for image anomaly segmentation Jul 19, 2022 Anomaly Detection Anomaly Segmentation
Code Code Available Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Oct 23, 2022 Acoustic Unit Discovery Contrastive Learning
Code Code Available Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available Instruction Multi-Constraint Molecular Generation Using a Teacher-Student Large Language Model Mar 20, 2024 Drug Discovery Knowledge Distillation
Code Code Available Inter-Region Affinity Distillation for Road Marking Segmentation Apr 11, 2020 Knowledge Distillation Lane Detection
Code Code Available BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation Jun 13, 2023 Knowledge Distillation Segmentation
Code Code Available Breaking Modality Gap in RGBT Tracking: Coupled Knowledge Distillation Oct 15, 2024 Knowledge Distillation Rgb-T Tracking
Code Code Available Discriminative and Consistent Representation Distillation Jul 16, 2024 Causal Inference Contrastive Learning
Code Code Available Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation Dec 17, 2020 3D Human Pose Estimation Knowledge Distillation
Code Code Available Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection Jul 16, 2024 Knowledge Distillation object-detection
Code Code Available Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Feb 11, 2023 Knowledge Distillation Semantic Segmentation
Code Code Available APSNet: Attention Based Point Cloud Sampling Oct 11, 2022 3D Point Cloud Classification Knowledge Distillation
Code Code Available Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection Aug 28, 2023 Binary Classification Classification
Code Code Available KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation Dec 13, 2023 Knowledge Distillation Medical Image Segmentation
Code Code Available Curriculum Temperature for Knowledge Distillation Nov 29, 2022 Image Classification Knowledge Distillation
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