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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives CVPR 2020
Learning Instance Occlusion for Panoptic Segmentation CVPR 2020
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps CVPR 2020
Joint Semantic Segmentation and Boundary Detection Using Iterative Pyramid Contexts CVPR 2020
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020
12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020
Robust Learning Through Cross-Task Consistency CVPR 2020
Distilling Cross-Task Knowledge via Relationship Matching CVPR 2020
Multi-Path Learning for Object Pose Estimation Across Domains CVPR 2020
NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing CVPR 2020
Dual Super-Resolution Learning for Semantic Segmentation CVPR 2020
BANet: Bidirectional Aggregation Network With Occlusion Handling for Panoptic Segmentation CVPR 2020
Conditional Channel Gated Networks for Task-Aware Continual Learning CVPR 2020
HAMBox: Delving Into Mining High-Quality Anchors on Face Detection CVPR 2020
Perceptual Quality Assessment of Smartphone Photography CVPR 2020
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning CVPR 2020
Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data AAAI 2020
Capturing Greater Context for Question Generation AAAI 2020
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency AAAI 2020
Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation AAAI 2020
Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning AAAI 2020
Multi-Task Self-Supervised Learning for Disfluency Detection AAAI 2020
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning AAAI 2020
Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning AAAI 2020
Multi-Point Semantic Representation for Intent Classification AAAI 2020