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Junming Yang

5 papers hereh-index 5668 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.LG2
same name
  • Junming Yang — 5 papers, h 1
  • Junming Yang — 1 paper, h 14

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedCoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs

4 citations · 7 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023

Model-based Offline Policy Optimization with Adversarial Network

Junming Yang, Xingguo Chen, Shengyuan Wang +1

Model-based offline reinforcement learning (RL), which builds a supervised transition model with logging dataset to avoid costly interactions with the online environment, has been…

cs.LG2023

Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning

Qi Wang, Junming Yang, Yunbo Wang +3

Training offline RL models using visual inputs poses two significant challenges, i.e., the overfitting problem in representation learning and the overestimation bias for expected f…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.