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Representation Learning

2843 directly classified papers

Papers per year

Papers

Continual Learners are Incremental Model Generalizers ICML 2023
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning ICML 2023
CodeIPPrompt: Intellectual Property Infringement Assessment of Code Language Models ICML 2023
When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling ICML 2023
The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023
Patch-level Contrastive Learning via Positional Query for Visual Pre-training ICML 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation ICML 2023
The Benefits of Mixup for Feature Learning ICML 2023
Towards Generalizable Reinforcement Learning for Trade Execution IJCAI 2023
Search-Map-Search: A Frame Selection Paradigm for Action Recognition CVPR 2023
DIP: Dual Incongruity Perceiving Network for Sarcasm Detection CVPR 2023
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery CVPR 2023
Numeric Magnitude Comparison Effects in Large Language Models ACL 2023
Learning Chemical Rules of Retrosynthesis with Pre-training AAAI 2023
Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces EMNLP 2023
Disfluent Cues for Enhanced Speech Understanding in Large Language Models EMNLP 2023
A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning AAAI 2023
Knowledge Graph Embedding by Normalizing Flows AAAI 2023
Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models EMNLP 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023
Replicable Reinforcement Learning NIPS 2023
Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection AAAI 2023
Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023