conftrace_

representation space

46 papers

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representation learning (6206) knowledge distillation (3725) large language model (13587) contrastive learning (4032) vision-language model (2348) language model (4599) generative model (2892) cross-modal retrieval (351) cross-lingual transfer (1477) multilingual language model (444)

Papers

CAFA: Class-Aware Feature Alignment for Test-Time Adaptation ICCV 2023
INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation ACL 2023
Concept Algebra for (Score-Based) Text-Controlled Generative Models NIPS 2023
On the Complexity of Bayesian Generalization ICML 2023
RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction NAACL 2022
ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model NIPS 2022
Active Learning Helps Pretrained Models Learn the Intended Task NIPS 2022
A Closer Look at How Fine-tuning Changes BERT ACL 2022
A Contrastive Framework for Neural Text Generation NIPS 2022
COAT: Measuring Object Compositionality in Emergent Representations ICML 2022
A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal Retrieval NIPS 2022
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning NAACL 2021
Likelihood-free Out-of-Distribution Detection with Invertible Generative Models IJCAI 2021
Contrastive Learning for Compact Single Image Dehazing CVPR 2021
Adversarial Robustness Across Representation Spaces CVPR 2021
Writing Style Author Embedding Evaluation EMNLP 2021
Hitachi at SemEval-2020 Task 3: Exploring the Representation Spaces of Transformers for Human Sense Word Similarity COLING 2020
Reinforcing Neural Network Stability with Attractor Dynamics AAAI 2020
RegularFace: Deep Face Recognition via Exclusive Regularization CVPR 2019
Metric Learning for Adversarial Robustness NIPS 2019
Similarity-Preserving Knowledge Distillation ICCV 2019