AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability

Authors: Agrawal, Sudhanshu, Jeon, Wonseok, Lee, Mingu

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.18351

What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction

Authors: Panchal, Sunny, Bhattacharyya, Apratim, Berger, Guillaume, Mercier, Antoine, Bohm, Cornelius, Dietrichkeit, Florian, Pourreza, Reza, Li, Xuanlin, Madan, Pulkit, Lee, Mingu, Todorovich, Mark, Bax, Ingo, Memisevic, Roland

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2407.08101

ToSA: Token Selective Attention for Efficient Vision Transformers

Authors: Singh, Manish Kumar, Yasarla, Rajeev, Cai, Hong, Lee, Mingu, Porikli, Fatih

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2406.08816

On Speculative Decoding for Multimodal Large Language Models

Authors: Gagrani, Mukul, Goel, Raghavv, Jeon, Wonseok, Park, Junyoung, Lee, Mingu, Lott, Christopher

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2404.08856

HyperCLOVA X Technical Report

Authors: Yoo, Kang Min, Han, Jaegeun, In, Sookyo, Jeon, Heewon, Jeong, Jisu, Kang, Jaewook, Kim, Hyunwook, Kim, Kyung-Min, Kim, Munhyong, Kim, Sungju, Kwak, Donghyun, Kwak, Hanock, Kwon, Se Jung, Lee, Bado, Lee, Dongsoo, Lee, Gichang, Lee, Jooho, Park, Baeseong, Shin, Seongjin, Yu, Joonsang, Baek, Seolki, Byeon, Sumin, Cho, Eungsup, Choe, Dooseok, Han, Jeesung, Jin, Youngkyun, Jun, Hyein, Jung, Jaeseung, Kim, Chanwoong, Kim, Jinhong, Kim, Jinuk, Lee, Dokyeong, Park, Dongwook, Sohn, Jeong Min, Han, Sujung, Heo, Jiae, Hong, Sungju, Jeon, Mina, Jung, Hyunhoon, Jung, Jungeun, Jung, Wangkyo, Kim, Chungjoon, Kim, Hyeri, Kim, Jonghyun, Kim, Min Young, Lee, Soeun, Park, Joonhee, Shin, Jieun, Yang, Sojin, Yoon, Jungsoon, Lee, Hwaran, Bae, Sanghwan, Cha, Jeehwan, Gylleus, Karl, Ham, Donghoon, Hong, Mihak, Hong, Youngki, Hong, Yunki, Jang, Dahyun, Jeon, Hyojun, Jeon, Yujin, Jeong, Yeji, Ji, Myunggeun, Jin, Yeguk, Jo, Chansong, Joo, Shinyoung, Jung, Seunghwan, Kim, Adrian Jungmyung, Kim, Byoung Hoon, Kim, Hyomin, Kim, Jungwhan, Kim, Minkyoung, Kim, Minseung, Kim, Sungdong, Kim, Yonghee, Kim, Youngjun, Kim, Youngkwan, Ko, Donghyeon, Lee, Dughyun, Lee, Ha Young, Lee, Jaehong, Lee, Jieun, Lee, Jonghyun, Lee, Jongjin, Lee, Min Young, Lee, Yehbin, Min, Taehong, Min, Yuri, Moon, Kiyoon, Oh, Hyangnam, Park, Jaesun, Park, Kyuyon, Park, Younghun, Seo, Hanbae, Seo, Seunghyun, Sim, Mihyun, Son, Gyubin, Yeo, Matt, Yeom, Kyung Hoon, Yoo, Wonjoon, You, Myungin, Ahn, Doheon, Ahn, Homin, Ahn, Joohee, Ahn, Seongmin, An, Chanwoo, An, Hyeryun, An, Junho, An, Sang-Min, Byun, Boram, Byun, Eunbin, Cha, Jongho, Chang, Minji, Chang, Seunggyu, Cho, Haesong, Cho, Youngdo, Choi, Dalnim, Choi, Daseul, Choi, Hyoseok, Choi, Minseong, Choi, Sangho, Choi, Seongjae, Choi, Wooyong, Chun, Sewhan, Go, Dong Young, Ham, Chiheon, Han, Danbi, Han, Jaemin, Hong, Moonyoung, Hong, Sung Bum, Hwang, Dong-Hyun, Hwang, Seongchan, Im, Jinbae, Jang, Hyuk Jin, Jang, Jaehyung, Jang, Jaeni, Jang, Sihyeon, Jang, Sungwon, Jeon, Joonha, Jeong, Daun, Jeong, Joonhyun, Jeong, Kyeongseok, Jeong, Mini, Jin, Sol, Jo, Hanbyeol, Jo, Hanju, Jo, Minjung, Jung, Chaeyoon, Jung, Hyungsik, Jung, Jaeuk, Jung, Ju Hwan, Jung, Kwangsun, Jung, Seungjae, Ka, Soonwon, Kang, Donghan, Kang, Soyoung, Kil, Taeho, Kim, Areum, Kim, Beomyoung, Kim, Byeongwook, Kim, Daehee, Kim, Dong-Gyun, Kim, Donggook, Kim, Donghyun, Kim, Euna, Kim, Eunchul, Kim, Geewook, Kim, Gyu Ri, Kim, Hanbyul, Kim, Heesu, Kim, Isaac, Kim, Jeonghoon, Kim, Jihye, Kim, Joonghoon, Kim, Minjae, Kim, Minsub, Kim, Pil Hwan, Kim, Sammy, Kim, Seokhun, Kim, Seonghyeon, Kim, Soojin, Kim, Soong, Kim, Soyoon, Kim, Sunyoung, Kim, Taeho, Kim, Wonho, Kim, Yoonsik, Kim, You Jin, Kim, Yuri, Kwon, Beomseok, Kwon, Ohsung, Kwon, Yoo-Hwan, Lee, Anna, Lee, Byungwook, Lee, Changho, Lee, Daun, Lee, Dongjae, Lee, Ha-Ram, Lee, Hodong, Lee, Hwiyeong, Lee, Hyunmi, Lee, Injae, Lee, Jaeung, Lee, Jeongsang, Lee, Jisoo, Lee, Jongsoo, Lee, Joongjae, Lee, Juhan, Lee, Jung Hyun, Lee, Junghoon, Lee, Junwoo, Lee, Se Yun, Lee, Sujin, Lee, Sungjae, Lee, Sungwoo, Lee, Wonjae, Lee, Zoo Hyun, Lim, Jong Kun, Lim, Kun, Lim, Taemin, Na, Nuri, Nam, Jeongyeon, Nam, Kyeong-Min, Noh, Yeonseog, Oh, Biro, Oh, Jung-Sik, Oh, Solgil, Oh, Yeontaek, Park, Boyoun, Park, Cheonbok, Park, Dongju, Park, Hyeonjin, Park, Hyun Tae, Park, Hyunjung, Park, Jihye, Park, Jooseok, Park, Junghwan, Park, Jungsoo, Park, Miru, Park, Sang Hee, Park, Seunghyun, Park, Soyoung, Park, Taerim, Park, Wonkyeong, Ryu, Hyunjoon, Ryu, Jeonghun, Ryu, Nahyeon, Seo, Soonshin, Seo, Suk Min, Shim, Yoonjeong, Shin, Kyuyong, Shin, Wonkwang, Sim, Hyun, Sim, Woongseob, Soh, Hyejin, Son, Bokyong, Son, Hyunjun, Son, Seulah, Song, Chi-Yun, Song, Chiyoung, Song, Ka Yeon, Song, Minchul, Song, Seungmin, Wang, Jisung, Yeo, Yonggoo, Yi, Myeong Yeon, Yim, Moon Bin, Yoo, Taehwan, Yoo, Youngjoon, Yoon, Sungmin, Yoon, Young Jin, Yu, Hangyeol, Yu, Ui Seon, Zuo, Xingdong, Bae, Jeongin, Bae, Joungeun, Cho, Hyunsoo, Cho, Seonghyun, Cho, Yongjin, Choi, Taekyoon, Choi, Yera, Chung, Jiwan, Han, Zhenghui, Heo, Byeongho, Hong, Euisuk, Hwang, Taebaek, Im, Seonyeol, Jegal, Sumin, Jeon, Sumin, Jeong, Yelim, Jeong, Yonghyun, Jiang, Can, Jiang, Juyong, Jin, Jiho, Jo, Ara, Jo, Younghyun, Jung, Hoyoun, Jung, Juyoung, Kang, Seunghyeong, Kim, Dae Hee, Kim, Ginam, Kim, Hangyeol, Kim, Heeseung, Kim, Hyojin, Kim, Hyojun, Kim, Hyun-Ah, Kim, Jeehye, Kim, Jin-Hwa, Kim, Jiseon, Kim, Jonghak, Kim, Jung Yoon, Kim, Rak Yeong, Kim, Seongjin, Kim, Seoyoon, Kim, Sewon, Kim, Sooyoung, Kim, Sukyoung, Kim, Taeyong, Ko, Naeun, Koo, Bonseung, Kwak, Heeyoung, Kwon, Haena, Kwon, Youngjin, Lee, Boram, Lee, Bruce W., Lee, Dagyeong, Lee, Erin, Lee, Euijin, Lee, Ha Gyeong, Lee, Hyojin, Lee, Hyunjeong, Lee, Jeeyoon, Lee, Jeonghyun, Lee, Jongheok, Lee, Joonhyung, Lee, Junhyuk, Lee, Mingu, Lee, Nayeon, Lee, Sangkyu, Lee, Se Young, Lee, Seulgi, Lee, Seung Jin, Lee, Suhyeon, Lee, Yeonjae, Lee, Yesol, Lee, Youngbeom, Lee, Yujin, Li, Shaodong, Liu, Tianyu, Moon, Seong-Eun, Moon, Taehong, Nihlenramstroem, Max-Lasse, Oh, Wonseok, Oh, Yuri, Park, Hongbeen, Park, Hyekyung, Park, Jaeho, Park, Nohil, Park, Sangjin, Ryu, Jiwon, Ryu, Miru, Ryu, Simo, Seo, Ahreum, Seo, Hee, Seo, Kangdeok, Shin, Jamin, Shin, Seungyoun, Sin, Heetae, Wang, Jiangping, Wang, Lei, Xiang, Ning, Xiao, Longxiang, Xu, Jing, Yi, Seonyeong, Yoo, Haanju, Yoo, Haneul, Yoo, Hwanhee, Yu, Liang, Yu, Youngjae, Yuan, Weijie, Zeng, Bo, Zhou, Qian, Cho, Kyunghyun, Ha, Jung-Woo, Park, Joonsuk, Hwang, Jihyun, Kwon, Hyoung Jo, Kwon, Soonyong, Lee, Jungyeon, Lee, Seungho, Lim, Seonghyeon, Noh, Hyunkyung, Choi, Seungho, Lee, Sang-Woo, Lim, Jung Hwa, Sung, Nako

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2404.01954

Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs

Authors: Goel, Raghavv, Gagrani, Mukul, Jeon, Wonseok, Park, Junyoung, Lee, Mingu, Lott, Christopher

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2403.00858

Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement

Authors: Jeon, Wonseok, Gagrani, Mukul, Goel, Raghavv, Park, Junyoung, Lee, Mingu, Lott, Christopher

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2402.14160

Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem Solving

Authors: Ling, Zhan, Fang, Yunhao, Li, Xuanlin, Mu, Tongzhou, Lee, Mingu, Pourreza, Reza, Memisevic, Roland, Su, Hao

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2311.00694

Painter: Teaching Auto-regressive Language Models to Draw Sketches

Authors: Pourreza, Reza, Bhattacharyya, Apratim, Panchal, Sunny, Lee, Mingu, Madan, Pulkit, Memisevic, Roland

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2308.08520

A Performance Testing Method of Bernoullie Picker for Ultra-Thin Die Handling Application

Authors: Kim, Juno, Min, Dae Ho, Lee, Kangsan, Lee, Mingu, Lim, Kyeongbin, Rhee, Daniel Minwoo

Source: 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC) ECTC Electronic Components and Technology Conference (ECTC), 2022 IEEE 72nd. :157-161 May, 2022

Relation: 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC)

Look, Remember and Reason: Grounded reasoning in videos with language models

Authors: Bhattacharyya, Apratim, Panchal, Sunny, Lee, Mingu, Pourreza, Reza, Madan, Pulkit, Memisevic, Roland

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.17778

Deductive Verification of Chain-of-Thought Reasoning

Authors: Ling, Zhan, Fang, Yunhao, Li, Xuanlin, Huang, Zhiao, Lee, Mingu, Memisevic, Roland, Su, Hao

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.03872

Novel Characterization Method of Chip Level Hybrid Bonding Strength

Authors: Kim, Juno, Lim, Kyeongbin, Hahn, Seung Ho, Lee, Mingu, Rhee, Daniel Min Woo

Source: 2021 IEEE 71st Electronic Components and Technology Conference (ECTC) ECTC Electronic Components and Technology Conference (ECTC), 2021 IEEE 71st. :1754-1760 Jun, 2021

Relation: 2021 IEEE 71st Electronic Components and Technology Conference (ECTC)

Orthogonality Constrained Multi-Head Attention for Keyword Spotting

Authors: Lee, Mingu, Lee, Jinkyu, Jang, Hye Jin, Kim, Byeonggeun, Chang, Wonil, Hwang, Kyuwoong

Source: 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) Automatic Speech Recognition and Understanding Workshop (ASRU), 2019 IEEE. :86-92 Dec, 2019

Relation: 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

Query-by-Example On-Device Keyword Spotting

Authors: Kim, Byeonggeun, Lee, Mingu, Lee, Jinkyu, Kim, Yeonseok, Hwang, Kyuwoong

Source: 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) Automatic Speech Recognition and Understanding Workshop (ASRU), 2019 IEEE. :532-538 Dec, 2019

Relation: 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

Digital design method of cultural heritage using Ancient Egyptian theological totem

Authors: Zeng, Qiaoling ^∗, Lee, Mingu, Eune, Juhyun

Source: In Heliyon May 2023 9(5)

Introduction of an Interactive Growing Robot/Toy for Babies
Ubiquitous information technologies and applications

Authors: Kim, Jiyong, Jeong, Hyunsu, Pham, Azure, Lee, Changhyeon, Soe, Thiha, Lee, Pilwoo, Lee, Mingu, Kim, Seong-Woo, Eune, Juhyun

Source: Lecture notes in electrical engineering. 474(1):120-125

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN604130268&indx=1&recIds=ETOCCN604130268

Safety Lighting Sensor Robots Communicate in the Middle of the Highway/Roads †.

Authors: Lee, Mingu¹, hybop@snu.ac.kr, Won, Jongyoun², jywon@inu.ac.kr, Kim, Jimi³, Jeon, Hyejin⁴, terry04@kpu.ac.kr, Hong, InKyoung⁵, Inkyoung63@korea.kr, Jung, Eunji⁶, ejjung483@khu.ac.kr, Jin, Taehwan⁷, taehwan.jin@midea.com, Jeong, Seowoo⁸, seowoo0618@gmail.com, Ga, Seok-Hyun^9,10, chajokim@snu.ac.krshga@snu.ac.kr, Kim, Chan-Jong¹⁰, Eune, Juhyun¹¹, hybop@snu.ac.kr

Source: Applied Sciences (2076-3417); Apr2020, Vol. 10 Issue 7, p2353, 20p

Communication with Self-Growing Character to Develop Physically Growing Robot Toy Agent.

Authors: Lee, Mingu¹, hybop@snu.ac.kr, Kim, Jiyong², jiyongk@khu.ac.kr, Jeong, Hyunsu³, hyunsujeong@snu.ac.kr, Pham, Azure⁴, azurepham@hotmail.com, Lee, Changhyeon⁵, lch961128@snu.ac.kr, Lee, Pilwoo⁵, schbe840@snu.ac.kr, Soe, Thiha⁶, coollov.ncc@gmail.com, Kim, Seong-Woo⁷, snwoo@snu.ac.kr, Eune, Juhyun⁸, hybop@snu.ac.kr

Source: Applied Sciences (2076-3417); Feb2020, Vol. 10 Issue 3, p923, 11p

Note: Rotor design optimization for vacuum chamber-free ultracentrifuge

Authors: Lee, Mingu, Kim, Chan Seok, Kim, Soohyun

Source: Review of scientific instruments. 89(11)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100090386253.0x000001&indx=1&recIds=ETOCvdc_100090386253.0x000001