Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket Nov 23, 2022 Data Augmentation Knowledge Distillation
Code Code Available Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment Nov 23, 2022 Knowledge Distillation Representation Learning
Code Code Available DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing Nov 23, 2022 Ensemble Learning Knowledge Distillation
Code Code Available Backdoor Cleansing with Unlabeled Data Nov 22, 2022 Knowledge Distillation
Code Code Available Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text Nov 21, 2022 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 EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge Distillation Nov 18, 2022 ECG based Sleep Staging EEG
Code Code Available BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection Nov 17, 2022 3D Object Detection Depth Estimation
Code Code Available ConNER: Consistency Training for Cross-lingual Named Entity Recognition Nov 17, 2022 Cross-Lingual NER Knowledge Distillation
Code Code Available FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity Nov 14, 2022 Federated Learning Knowledge Distillation
Code Code Available Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection Nov 14, 2022 3D Object Detection Knowledge Distillation
Code Code Available Fcaformer: Forward Cross Attention in Hybrid Vision Transformer Nov 14, 2022 Image Classification Knowledge Distillation
Code Code Available MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge Distillation Nov 11, 2022 Blocking Data Augmentation
Code Code Available CoNMix for Source-free Single and Multi-target Domain Adaptation Nov 7, 2022 Domain Adaptation Knowledge Distillation
Code Code Available MPCFormer: fast, performant and private Transformer inference with MPC Nov 2, 2022 Knowledge Distillation
Code Code Available Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis Oct 28, 2022 Knowledge Distillation Self-Supervised Learning
Code Code Available Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Resource MT Models Oct 27, 2022 Knowledge Distillation Machine Translation
Code Code Available Improved Feature Distillation via Projector Ensemble Oct 27, 2022 Knowledge Distillation Multi-Task Learning
Code Code Available A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data Oct 27, 2022 Domain Adaptation EEG
Code Code Available GlobalFlowNet: Video Stabilization using Deep Distilled Global Motion Estimates Oct 25, 2022 Knowledge Distillation Optical Flow Estimation
Code Code Available Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks Oct 24, 2022 Knowledge Distillation Transfer Learning
Code Code Available Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Oct 23, 2022 Acoustic Unit Discovery Contrastive Learning
Code Code Available Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval Oct 19, 2022 Cross-Modal Retrieval Image Retrieval
Code Code Available EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning Oct 14, 2022 Caption Generation Knowledge Distillation
Code Code Available Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation Oct 14, 2022 Knowledge Distillation
Code Code Available Efficient Knowledge Distillation from Model Checkpoints Oct 12, 2022 Knowledge Distillation model
Code Code Available Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation Oct 12, 2022 Class-Incremental Semantic Segmentation Knowledge Distillation
Code Code Available Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval Oct 11, 2022 Knowledge Distillation Quantization
Code Code Available APSNet: Attention Based Point Cloud Sampling Oct 11, 2022 3D Point Cloud Classification Knowledge Distillation
Code Code Available ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning Oct 11, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Meta-Learning with Self-Improving Momentum Target Oct 11, 2022 Knowledge Distillation Meta-Learning
Code Code Available Distill the Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation Oct 10, 2022 Knowledge Distillation Machine Translation
Code Code Available Patch-based Knowledge Distillation for Lifelong Person Re-Identification Oct 10, 2022 Continual Learning Knowledge Distillation
Code Code Available Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Oct 8, 2022 Domain Generalization Knowledge Distillation
Code Code Available IDa-Det: An Information Discrepancy-aware Distillation for 1-bit Detectors Oct 7, 2022 Knowledge Distillation object-detection
Code Code Available Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification Oct 7, 2022 Classification image-classification
Code Code Available C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval Oct 7, 2022 Knowledge Distillation Retrieval
Code Code Available Effective Self-supervised Pre-training on Low-compute Networks without Distillation Oct 6, 2022 Attribute Instance Segmentation
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available AlphaFold Distillation for Protein Design Oct 5, 2022 Diversity Drug Discovery
Code Code Available Attention Distillation: self-supervised vision transformer students need more guidance Oct 3, 2022 Knowledge Distillation Self-Supervised Learning
Code Code Available Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning Sep 30, 2022 ECG Classification Knowledge Distillation
Code Code Available Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights Sep 29, 2022 Knowledge Distillation Neural Architecture Search
Code Code Available Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition Sep 29, 2022 Face Recognition Knowledge Distillation
Code Code Available Efficient On-Device Session-Based Recommendation Sep 27, 2022 Knowledge Distillation Model Compression
Code Code Available Rethinking Resolution in the Context of Efficient Video Recognition Sep 26, 2022 Knowledge Distillation Video Recognition
Code Code Available Self-Supervised Learning of Phenotypic Representations from Cell Images with Weak Labels Sep 16, 2022 Knowledge Distillation Self-Supervised Learning
Code Code Available Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Switchable Online Knowledge Distillation Sep 12, 2022 Knowledge Distillation
Code Code Available Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation Sep 7, 2022 CPU Generative Adversarial Network
Code Code Available 