1 code implementation • 1 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.
no code implementations • 28 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).
1 code implementation • 10 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.
1 code implementation • 24 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.
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.
no code implementations • 21 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.
no code implementations • 10 Apr 2023 • Norberto Adrian Goussies, Kenji Hata, Shruthi Prabhakara, Abhishek Amit, Tony Aube, Carl Cepress, Diana Chang, Li-Te Cheng, Horia Stefan Ciurdar, Mike Cleron, Chelsey Fleming, Ashwin Ganti, Divyansh Garg, Niloofar Gheissari, Petra Luna Grutzik, David Hendon, Daniel Iglesia, Jin Kim, Stuart Kyle, Chris LaRosa, Roman Lewkow, Peter F McDermott, Chris Melancon, Paru Nackeeran, Neal Norwitz, Ali Rahimi, Brett Rampata, Carlos Sobrinho, George Sung, Natalie Zauhar, Palash Nandy
We present a novel self-contained camera-projector tabletop system with a lamp form-factor that brings digital intelligence to our tables.
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.
no code implementations • 13 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.
1 code implementation • CVPR 2022 • Jin Kim, Jiyoung Lee, Jungin Park, Dongbo Min, Kwanghoon Sohn
The rise of deep neural networks has led to several breakthroughs for semantic segmentation.
no code implementations • 31 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.
no code implementations • 30 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