Search Results - "Bae, Kyunghoon"

Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders by Jang, Jongseong, Kyung, Daeun, Kim, Seung Hwan, Lee, Honglak, Bae, Kyunghoon, Choi, Edward

“…Deep neural networks are increasingly used in medical imaging for tasks such as pathological classification, but they face challenges due to the scarcity of…”
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Real-time face detection based on adaptive downsizing and skin filter for HD camera by Seungji Yang, Kyunghoon Bae

“…The paper presents a novel face detection scheme that enables real-time processing with low false-alarm rate in HD videos. The proposed method includes an…”
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L-Verse: Bidirectional Generation Between Image and Text by Kim, Taehoon, Song, Gwangmo, Lee, Sihaeng, Kim, Sangyun, Seo, Yewon, Lee, Soonyoung, Kim, Seung Hwan, Lee, Honglak, Bae, Kyunghoon

“…Far beyond learning long-range interactions of natural language, transformers are becoming the de-facto standard for many vision tasks with their power and…”
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ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection by Hyun, Jeeho, Kim, Sangyun, Jeon, Giyoung, Kim, Seung Hwan, Bae, Kyunghoon, Kang, Byung Jun

“…Anomaly detection is crucial to the advanced identification of product defects such as incorrect parts, misaligned components, and damages in industrial…”
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Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders by Jang, Jongseong, Kyung, Daeun, Kim, Seung Hwan, Lee, Honglak, Bae, Kyunghoon, Choi, Edward

“…Sci Rep 14, 23199 (2024) Deep neural networks are increasingly used in medical imaging for tasks such as pathological classification, but they face challenges…”
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Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks by Lee, Changho, Han, Janghoon, Ye, Seonghyeon, Choi, Stanley Jungkyu, Lee, Honglak, Bae, Kyunghoon

“…Instruction tuning has been proven effective in enhancing zero-shot generalization across various tasks and in improving the performance of specific tasks. For…”
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AutoGuide: Automated Generation and Selection of State-Aware Guidelines for Large Language Model Agents by Fu, Yao, Kim, Dong-Ki, Kim, Jaekyeom, Sohn, Sungryull, Logeswaran, Lajanugen, Bae, Kyunghoon, Lee, Honglak

“…The primary limitation of large language models (LLMs) is their restricted understanding of the world. This poses significant difficulties for LLM-based…”
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ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection by Hyun, Jeeho, Kim, Sangyun, Jeon, Giyoung, Kim, Seung Hwan, Bae, Kyunghoon, Kang, Byung Jun

“…Anomaly detection is crucial to the advanced identification of product defects such as incorrect parts, misaligned components, and damages in industrial…”
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ANNA: Enhanced Language Representation for Question Answering by Jun, Changwook, Jang, Hansol, Sim, Myoseop, Kim, Hyun, Choi, Jooyoung, Min, Kyungkoo, Bae, Kyunghoon

“…ACL 2022 Workshop RepL4NLP Submission Pre-trained language models have brought significant improvements in performance in a variety of natural language…”
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L-Verse: Bidirectional Generation Between Image and Text by Kim, Taehoon, Song, Gwangmo, Lee, Sihaeng, Kim, Sangyun, Seo, Yewon, Lee, Soonyoung, Kim, Seung Hwan, Lee, Honglak, Bae, Kyunghoon

“…Far beyond learning long-range interactions of natural language, transformers are becoming the de-facto standard for many vision tasks with their power and…”
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EXAONE 3.0 7.8B Instruction Tuned Language Model by Research, LG AI, :, An, Soyoung, Bae, Kyunghoon, Choi, Eunbi, Choi, Stanley Jungkyu, Choi, Yemuk, Hong, Seokhee, Hong, Yeonjung, Hwang, Junwon, Jeon, Hyojin, Jo, Gerrard Jeongwon, Jo, Hyunjik, Jung, Jiyeon, Jung, Yountae, Kim, Euisoon, Kim, Hyosang, Kim, Joonkee, Kim, Seonghwan, Kim, Soyeon, Kim, Sunkyoung, Kim, Yireun, Kim, Youchul, Lee, Edward Hwayoung, Lee, Haeju, Lee, Honglak, Lee, Jinsik, Lee, Kyungmin, Lee, Moontae, Lee, Seungjun, Lim, Woohyung, Park, Sangha, Park, Sooyoun, Park, Yongmin, Seo, Boseong, Yang, Sihoon, Yeen, Heuiyeen, Yoo, Kyungjae, Yun, Hyeongu

“…We introduce EXAONE 3.0 instruction-tuned language model, the first open model in the family of Large Language Models (LLMs) developed by LG AI Research. Among…”
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Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation by Sattarzadeh, Sam, Sudhakar, Mahesh, Lem, Anthony, Mehryar, Shervin, Plataniotis, K. N, Jang, Jongseong, Kim, Hyunwoo, Jeong, Yeonjeong, Lee, Sangmin, Bae, Kyunghoon

“…As an emerging field in Machine Learning, Explainable AI (XAI) has been offering remarkable performance in interpreting the decisions made by Convolutional…”
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