"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation May 12, 2022 3D Human Pose Estimation 3D Pose Estimation
— Unverified D3T-GAN: Data-Dependent Domain Transfer GANs for Few-shot Image Generation May 12, 2022 Image Generation Knowledge Distillation
— Unverified Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification May 12, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning May 9, 2022 Few-Shot Object Detection Knowledge Distillation
— Unverified Data-Free Adversarial Knowledge Distillation for Graph Neural Networks May 8, 2022 Generative Adversarial Network Graph Classification
— Unverified Automatic Block-wise Pruning with Auxiliary Gating Structures for Deep Convolutional Neural Networks May 7, 2022 Knowledge Distillation Model Compression
— Unverified Distilling Inter-Class Distance for Semantic Segmentation May 7, 2022 Knowledge Distillation Position
— Unverified ConceptDistil: Model-Agnostic Distillation of Concept Explanations May 7, 2022 Explainable Models Knowledge Distillation
— Unverified Collective Relevance Labeling for Passage Retrieval May 6, 2022 Information Retrieval Knowledge Distillation
Code Code Available A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images May 5, 2022 Deep Reinforcement Learning Knowledge Distillation
— Unverified Alignahead: Online Cross-Layer Knowledge Extraction on Graph Neural Networks May 5, 2022 Knowledge Distillation
Code Code Available Holistic Approach to Measure Sample-level Adversarial Vulnerability and its Utility in Building Trustworthy Systems May 5, 2022 Adversarial Attack Knowledge Distillation
— Unverified FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation May 4, 2022 Collaborative Filtering Federated Learning
— Unverified Knowledge Distillation of Russian Language Models with Reduction of Vocabulary May 4, 2022 Knowledge Distillation
Code Code Available Attention-based Knowledge Distillation in Multi-attention Tasks: The Impact of a DCT-driven Loss May 4, 2022 Descriptive Knowledge Distillation
— Unverified Generalized Knowledge Distillation via Relationship Matching May 4, 2022 Few-Shot Learning Incremental Learning
Code Code Available FedDKD: Federated Learning with Decentralized Knowledge Distillation May 2, 2022 Federated Learning Knowledge Distillation
— Unverified Multi-Granularity Structural Knowledge Distillation for Language Model Compression May 1, 2022 Knowledge Distillation Language Modeling
Code Code Available Low Resource Causal Event Detection from Biomedical Literature May 1, 2022 Event Detection Knowledge Distillation
— Unverified An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition May 1, 2022 Cross-Lingual NER Knowledge Distillation
— Unverified Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022 May 1, 2022 Decoder Knowledge Distillation
Code Code Available Domain-specific knowledge distillation yields smaller and better models for conversational commerce May 1, 2022 Knowledge Distillation Language Modeling
— Unverified The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022 May 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains May 1, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation May 1, 2022 Knowledge Distillation Language Modeling
Code Code Available Model Distillation for Faithful Explanations of Medical Code Predictions May 1, 2022 Decision Making Knowledge Distillation
— Unverified Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation May 1, 2022 Knowledge Distillation Translation
Code Code Available CMU’s IWSLT 2022 Dialect Speech Translation System May 1, 2022 Decoder Knowledge Distillation
— Unverified EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing Apr 30, 2022 Few-Shot Learning Knowledge Distillation
— Unverified Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation Apr 29, 2022 Denoising Image Denoising
— Unverified Human-Centered Prior-Guided and Task-Dependent Multi-Task Representation Learning for Action Recognition Pre-Training Apr 27, 2022 Action Recognition Contrastive Learning
— Unverified DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers Apr 27, 2022 Knowledge Distillation
— Unverified Transfer Learning with Pre-trained Conditional Generative Models Apr 27, 2022 Knowledge Distillation Transfer Learning
— Unverified One-shot Federated Learning without Server-side Training Apr 26, 2022 Federated Learning image-classification
Code Code Available Improving Feature Generalizability with Multitask Learning in Class Incremental Learning Apr 26, 2022 class-incremental learning Class Incremental Learning
— Unverified Selective Cross-Task Distillation Apr 25, 2022 Knowledge Distillation
— Unverified Joint Feature Distribution Alignment Learning for NIR-VIS and VIS-VIS Face Recognition Apr 25, 2022 Face Recognition Heterogeneous Face Recognition
— Unverified Revisiting Graph based Social Recommendation: A Distillation Enhanced Social Graph Network Apr 25, 2022 Knowledge Distillation Recommendation Systems
— Unverified Boosting Pruned Networks with Linear Over-parameterization Apr 25, 2022 Knowledge Distillation
— Unverified Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation Apr 21, 2022 Instance Segmentation Knowledge Distillation
— Unverified Learning to Purification for Unsupervised Person Re-identification Apr 21, 2022 Knowledge Distillation Person Re-Identification
— Unverified HRPose: Real-Time High-Resolution 6D Pose Estimation Network Using Knowledge Distillation Apr 20, 2022 6D Pose Estimation 6D Pose Estimation using RGB
— Unverified Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting Apr 16, 2022 Few-Shot Learning Few-Shot Object Detection
— Unverified CILDA: Contrastive Data Augmentation using Intermediate Layer Knowledge Distillation Apr 15, 2022 Contrastive Learning Data Augmentation
— Unverified Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation Apr 15, 2022 Activity Recognition Domain Adaptation
Code Code Available Spatial Likelihood Voting with Self-Knowledge Distillation for Weakly Supervised Object Detection Apr 14, 2022 Knowledge Distillation Multiple Instance Learning
— Unverified Impossible Triangle: What's Next for Pre-trained Language Models? Apr 13, 2022 Data Augmentation Few-Shot Learning
— Unverified DistPro: Searching A Fast Knowledge Distillation Process via Meta Optimization Apr 12, 2022 Knowledge Distillation Meta-Learning
— Unverified CoupleFace: Relation Matters for Face Recognition Distillation Apr 12, 2022 Face Recognition Knowledge Distillation
— Unverified Towards On-Board Panoptic Segmentation of Multispectral Satellite Images Apr 5, 2022 Knowledge Distillation Panoptic Segmentation
— Unverified 