From d03ed260a16f14b173f08aaca293f09149c0bc64 Mon Sep 17 00:00:00 2001 From: Thong Nguyen Date: Tue, 27 Aug 2024 15:25:28 +0800 Subject: [PATCH] Add contrastive papers --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index 918ce68..13ced90 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,7 @@ A list of papers in contrastive learning. ## Computer Vision | Year | Title | Venue | Code | | -----|-------------------------------------------------------------| ----- | ---- | +|2024 | [Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning](https://arxiv.org/abs/2407.03788) | ECCV | Code| | 2021 | [Detco: Unsupervised contrastive learning for object detection](https://arxiv.org/pdf/2102.04803) | arxiv | [Code](https://github.com/xieenze/DetCo) | | 2021 | [SEED: Self-supervised Distillation For Visual Representation](https://openreview.net/forum?id=AHm3dbp7D1D) | ICLR | Code | | 2021 | [PROTOTYPICAL CONTRASTIVE LEARNING OF UNSUPERVISED REPRESENTATIONS](https://arxiv.org/abs/2005.04966) | ICLR | [Code](https://github.com/salesforce/PCL) | @@ -71,6 +72,11 @@ A list of papers in contrastive learning. ## Natural Language Processing | Year | Title | Venue | Code | | -----|------------------------------------------------------------- | ----- | ---- | +|2024 | [Topic Modeling as Multi-Objective Contrastive Optimization](https://arxiv.org/abs/2402.07577) | ICLR | Code| +|2024 | [KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning](https://arxiv.org/abs/2403.17486) | NAACL | Code| +|2023 | [Improving Multimodal Sentiment Analysis: Supervised Angular Margin-based Contrastive Learning for Enhanced Fusion Representation](https://arxiv.org/abs/2312.02227) | EMNLP | Code| +|2022 | [Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions](https://arxiv.org/abs/2211.03524) | EMNLP | [Code](https://github.com/nguyentthong/adaptive_contrastive_mrhp) | +|2021 | [Contrastive Learning for Neural Topic Model](https://arxiv.org/abs/2110.12764) | NeurIPS | [Code](https://github.com/nguyentthong/CLNTM) | |2021 | [Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning](https://arxiv.org/pdf/2109.06349v1.pdf) | EMNLP | Code| |2021 | [CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding](https://aclanthology.org/2021.acl-long.181.pdf) | ACL | [Code](https://github.com/kandorm/CLINE)| |2021 | [Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning](https://openreview.net/forum?id=cu7IUiOhujH) | ICLR | Code|