Search Results for author: Jin Kim

Found 12 papers, 5 papers with code

Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping

1 code implementation1 Apr 2024 Hyeongjun Kwon, Jinhyun Jang, Jin Kim, Kwonyoung Kim, Kwanghoon Sohn

Visual scenes are naturally organized in a hierarchy, where a coarse semantic is recursively comprised of several fine details.

Image Classification Scene Understanding

Large language models can enhance persuasion through linguistic feature alignment

no code implementations28 Nov 2023 Minkyu Shin, Jin Kim

Based on the results of these observational studies, we hypothesize that LLM usage may enhance a comprehensive set of linguistic features, increasing message persuasiveness to receivers with heterogeneous linguistic preferences (i. e., linguistic feature alignment).

Persuasiveness

Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation

1 code implementation10 Nov 2023 Junyoung Park, Jin Kim, Hyeongjun Kwon, Ilhoon Yoon, Kwanghoon Sohn

Given the inevitability of domain shifts during inference in real-world applications, test-time adaptation (TTA) is essential for model adaptation after deployment.

Test-time Adaptation

SteloCoder: a Decoder-Only LLM for Multi-Language to Python Code Translation

1 code implementation24 Oct 2023 Jialing Pan, Adrien Sadé, Jin Kim, Eric Soriano, Guillem Sole, Sylvain Flamant

Specifically, we use a Low-Rank Adaptive Method (LoRA) technique, limiting each expert size as only 0. 06% of number of StarCoder's parameters.

Code Translation Decoder +1

Knowing Where to Focus: Event-aware Transformer for Video Grounding

1 code implementation ICCV 2023 Jinhyun Jang, Jungin Park, Jin Kim, Hyeongjun Kwon, Kwanghoon Sohn

Recent DETR-based video grounding models have made the model directly predict moment timestamps without any hand-crafted components, such as a pre-defined proposal or non-maximum suppression, by learning moment queries.

Moment Queries Sentence +1

ChatGPT Is More Likely to Be Perceived as Male Than Female

no code implementations21 May 2023 Jared Wong, Jin Kim

We investigate how people perceive ChatGPT, and, in particular, how they assign human-like attributes such as gender to the chatbot.

Chatbot

Probabilistic Prompt Learning for Dense Prediction

no code implementations CVPR 2023 Hyeongjun Kwon, Taeyong Song, Somi Jeong, Jin Kim, Jinhyun Jang, Kwanghoon Sohn

Recent progress in deterministic prompt learning has become a promising alternative to various downstream vision tasks, enabling models to learn powerful visual representations with the help of pre-trained vision-language models.

Attribute Text Matching

Superhuman Artificial Intelligence Can Improve Human Decision Making by Increasing Novelty

no code implementations13 Mar 2023 Minkyu Shin, Jin Kim, Bas van Opheusden, Thomas L. Griffiths

We then examine human players' strategies across time and find that novel decisions (i. e., previously unobserved moves) occurred more frequently and became associated with higher decision quality after the advent of superhuman AI.

counterfactual Decision Making

Self-balanced Learning For Domain Generalization

no code implementations31 Aug 2021 Jin Kim, Jiyoung Lee, Jungin Park, Dongbo Min, Kwanghoon Sohn

Domain generalization aims to learn a prediction model on multi-domain source data such that the model can generalize to a target domain with unknown statistics.

Domain Generalization

Measuring Human Adaptation to AI in Decision Making: Application to Evaluate Changes after AlphaGo

no code implementations30 Dec 2020 Minkyu Shin, Minkyung Kim, Jin Kim

Across a growing number of domains, human experts are expected to learn from and adapt to AI with superior decision making abilities.

Decision Making Human-Computer Interaction General Economics Economics Applications

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