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Papers
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks
NAACL 2022
Expressivity of Emergent Languages is a Trade-off between Contextual Complexity and Unpredictability
ICLR 2022
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering
NeurIPS 2022
LaSSL: Label-Guided Self-Training for Semi-supervised Learning
AAAI 2022
Learning Super-Features for Image Retrieval
ICLR 2022
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
NeurIPS 2022
Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization
CVPR 2022
On the Surrogate Gap between Contrastive and Supervised Losses
ICML 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework
ICML 2022
Smooth-Swap: A Simple Enhancement for Face-Swapping With Smoothness
CVPR 2022
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer
ACL 2022
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training
ICLR 2022
SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation With Learnt Surface Embeddings
CVPR 2022
Unsupervised Robust Domain Adaptation Without Source Data
WACV 2022
Unsupervised Semantic Segmentation by Distilling Feature Correspondences
ICLR 2022
Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation
CVPR 2021
Contrastive Self-supervised Learning for Graph Classification
AAAI 2021
Embedding Transfer With Label Relaxation for Improved Metric Learning
CVPR 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification
AAAI 2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
ICCV 2021
Improved Meta-Learning Training for Speaker Verification
Interspeech 2021
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization
EMNLP 2021
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning
NeurIPS 2021
Learning Cross-Modal Retrieval With Noisy Labels
CVPR 2021
Learning Invariant Representations using Inverse Contrastive Loss
AAAI 2021