conftrace_

universal representation

19 papers

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Also known as

UR

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) domain adaptation (4595) transfer learning (5449) zero-shot learning (3650) multi-domain learning (116) cross-lingual transfer (1477) domain generalization (1522) large language model (13587) neural network (6616)

Papers

Language Models are Universal Embedders ACL 2025
Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities ICCV 2025
UDON: Universal Dynamic Online distillatioN for generic image representations NIPS 2024
TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation ACL 2024
Universal Representation of Permutation-Invariant Functions on Vectors and Tensors ALT 2024
Toward Re-Identifying Any Animal NIPS 2023
Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training ACL 2023
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision NIPS 2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping EMNLP 2022
Universal Rate-Distortion-Perception Representations for Lossy Compression NIPS 2021
Discrete Cosine Transform as Universal Sentence Encoder IJCNLP 2021
Exploiting Behavioral Consistence for Universal User Representation AAAI 2021
Universal Representation Learning From Multiple Domains for Few-Shot Classification ICCV 2021
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training CVPR 2021
Towards Universal Representation Learning for Deep Face Recognition CVPR 2020
Towards Language Agnostic Universal Representations ACL 2019
Towards Universal Object Detection by Domain Attention CVPR 2019
Towards Universal Representation for Unseen Action Recognition CVPR 2018