SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Module and Information Blocking Decoder (Hyojin Park, Lars Sjösund, Youngjoon Yoo, Nicolas Monet, Jihwan Bang, Nojun Kwak) #곽노준 교수팀

Multi-task Self-Supervised Object Detection via Recycling of Bounding Box Annotations (Wonhee Lee, Joonil Na, Gunhee Kim) #김건희 교수팀

End-to-End Efficient Representation Learning via Cascading Combinatorial Optimization (Yeonwoo Jeong, Yoonsung Kim, Hyun Oh Song) #송현오 교수팀

Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks (Eunwoo Kim, Chanho Ahn, Philip Torr, Songhwai Oh) #오성회 교수팀

FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference (Jungbeom Lee, Eunji Kim, Sungmin Lee, Jangho Lee, Sungroh Yoon) #윤성로 교수팀

Stochastic Class-based Hard Example Mining for Deep Metric Learning (Yumin Suh, Bohyung Han, Wonsik Kim, Kyoung Mu Lee) #이경무 교수팀

Natural and realistic single image super-resolution with explicit natural manifold discrimination (Jae Woong Soh, Gu Yong Park, Junho Jo, Nam Ik Cho) #조남익 교수팀

Transfer Learning via Unsupervised Task Discovery for Visual Question Answering (Hyeonwoo Noh, Taehoon Kim, Jonghwan Mun, Bohyung Han) #한보형 교수팀

Domain Specific Batch Normalization for Unsupervised Domain Adaptation (Woong-Gi Chang, Tackgeun You, Seonguk Seo, Suha Kwak, Bohyung Han) #한보형 교수팀

Learning for Single-Shot Confidence Calibration in Deep Neural Networks through Stochastic Inferences (Seonguk Seo, Paul Hongsuck Seo, Bohyung Han) Streamlined Dense Video Captioning (Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, Bohyung Han) #한보형 교수팀

Streamlined Dense Video Captioning (Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, Bohyung Han) #한보형 교수팀

Learning Body Shape Variation in Physics-based Characters (Jungdam won, Jehee Lee) #이제희 교수팀

SoftCon: Simulation and Control of Soft-Bodied Animals with Biomimetic Actuators (Sehee Min, Jungdam Won, Seunghwan Lee, Jungnam Park, Jehee Lee) #이제희 교수팀

Learning predict-and-simulate policies from unorganized human motion data (Soohwan Park, Hoseok Ryu, Seyoung Lee, Sunmin Lee, Jehee Lee) #이제희 교수팀

(Best Paper Award) POL360: A Universal Mobile VR Motion Controller using Polarized Light (Hyouk Jang, Juheon Choi(SOCAR) and Gunhee Kim) #김건희 교수팀

Image Translation to Mixed-Domain using Sym-Parameterized Generative Network (Simyung Chang, SeongUk Park, John Yang and Nojun Kwak) #곽노준 교수팀

Better to Follow, Follow to be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection (Junhyug Noh, Wonho Bae, Wonhee Lee, Jinhwan Seo, Gunhee Kim) #김건희 교수팀

Deep Elastic Networks with Model Selection for Multi-Task Learning (Chanho Ahn, Eunwoo Kim, and Songhwai Oh) #오성회 교수팀

Unsupervised 3D Reconstruction Networks(Geonho Cha, Minsik Lee, Songhwai Oh) #오성회 교수팀

Tag2Pix: Line Art Colorization using Text Tag with SECat and Changing Loss (Hyunsu Kim, Ho Young Jhoo, Eunhyeok Park, Sungjoo Yoo) #유승주 교수팀

Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation (Jungbeom Lee, Eunji Kim, Sungmin Lee, Jangho Lee, Sungroh Yoon) #윤성로 교수팀

A Comprehensive Overhaul of Feature Distillation (Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi) #최진영 교수팀

A Novel CNN(Convolutional Neural Network) Accelerator That Enables Fully-pipelined Execution of Layers (Donghyun Kang, Jintaek Kang, Hyungdal Kwon, Hyunsik Park, Soonhoi Ha) #하순회 교수팀

Spatial Perception by Object-Aware Visual Scene Representation (Chung-Yeon Lee, Hyundo Lee, Injune Hwang, Byoung-Tak Zhang) #장병탁 교수팀

Age Estimation Using Trainable Gabor Wavelet Layers In A Convolutional Neural Network (Hyuk Jin Kwon, Hyung Il Koo, Jae Woong Soh, Nam Ik Cho) #조남익 교수팀

Channel-wise Progressive Learning for Lossless Image Compression (Hochang Rhee, Yeong Il Jang, Seyun Kim, Nam Ik Cho) #조남익 교수팀

A Joint Sequence Fusion Model for Video Question Answering and Retrieval (Youngjae Yu, Jongseok Kim and Gunhee Kim) #김건희 교수팀
Linear RGB-D SLAM for Planar Environments (Pyojin Kim, Brian Coltin, and H. Jin Kim) #김현진 교수팀

Broadcasting Convolutional Network for Visual Relational Reasoning (Simyung Chang, John Yang, Seonguk Park, Nojun Kwak) #곽노준 교수팀

Motion Feature Network: Fixed Motion Filter for Action Recognition (Myunggi Lee, Seung Eui Lee, Sung Joon Son, Gyutae Park, Nojun Kwak) #곽노준 교수팀

Unsupervised Holistic Image Generation from Key Local Patches (Donghoon Lee, Sangdoo Yun, Sungjoon Choi, Hwiyeon Yoo, Ming-Hsuan Yang, Songhwai Oh) #오성회 교수팀

Value-aware Quantization for Training and Inference of Neural Networks (Eunhyeok Park, Sungjoo Yoo, Peter Vajda) #유승주 교수팀

Part-Aligned Bilinear Representations for Person Re-Identification (Yumin Suh, Jingdong Wang, Siyu Tang, Tao Mei, Kyoung Mu Lee) #이경무 교수팀

Joint Blind Motion Deblurring and Depth Estimation of Light Field (Dongwoo Lee, Haesol Park, In Kyu Park, Kyoung Mu Lee) #이경무 교수팀

Clustering Convolutional Kernels to Compress Deep Neural Networks (Sanghyun Son, Seungjun Nah, Kyoung Mu Lee) #이경무 교수팀

Task-Aware Image Downscaling (Heewon Kim, Myungsub Choi, Bee Lim, Kyoung Mu Lee) #이경무 교수팀

Multimodal dual attention memory for video story question answering (Kyung-Min Kim, Seong-Ho Choi, Jin-Hwa Kim, Byung-Tak Zhang) #장병탁 교수팀

Real-Time MDNet (Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han) #한보형 교수팀

CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps (Paul Hongsuck Seo, Tobias Weyand, Jack Sim, Bohyung Han) #한보형 교수팀

Attentive Semantic Alignment with Offset-Aware Correlation Kernels (Paul Hongsuck Seo, Jongmin Lee, Deunsol Jung, Bohyung Han, Minsu Cho) #한보형 교수팀

Temporal attention mechanism with conditional inference for large-scale multi-label video classification (Eun-Sol Kim, Kyoung-Woon On, Jongseok Kim, Yu-Jung Heo, Seong-Ho Choi, Hyun-Dong Lee and Byoung-Tak Zhang) #장병탁 교수팀

Bilinear attention networks for VizWiz challenge (Jin-Hwa Kim, Yongseok Choi, Sungeun Hong, Jaehyun Jun, and Byoung-Tak Zhang) #장병탁 교수팀

Contextualized bilinear attention networks (Gi-Cheon Kang, Seonil Son, Byoung-Tak Zhang) #장병탁 교수팀

Interactive Character Animiation by Learning Multi-Objective Control (Kyungho Lee, Seyoung Lee, and Jehee Lee) #이제희 교수팀

Aerobatics Control of Flying Creatures via Self-Regulated Learning (Jungdam Won, Jungnam Park, and Jehee Lee) #이제희 교수팀

Supervising Neural Attention Models for Video Captioning by Human Gaze Data (Youngjae Yu, Jongwook Choi, Yeonhwa Kim, Kyung Yoo, Sang-Hun Lee, Gunhee Kim) #김건희 교수팀

Attend to You: Personalized Image Captioning With Context Sequence Memory Networks (Cesc Chunseong Park, Byeongchang Kim, Gunhee Kim) #김건희 교수팀

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering (Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim) #김건희 교수팀

End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering (Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim) #김건희 교수팀

Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring (Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee) #이경무 교수팀

Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal (Tushar Sandhan, Jin Young Choi) #최진영 교수팀

Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning (Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi) #최진영 교수팀

Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold (YoungJoon Yoo, Sangdoo Yun, Hyung Jin Chang, Yiannis Demiris, Jin Young Choi) #최진영 교수팀

Attentional Correlation Filter Network for Adaptive Visual Tracking (Jongwon Choi, Hyung Jin Chang, Sangdoo Yun, Tobias Fischer, Yiannis Demiris, Jin Young Choi) #최진영 교수팀

Superpixel-Based Tracking-By-Segmentation Using Markov Chains (Donghun Yeo, Jeany Son, Bohyung Han, Joon Hee Han) #한보형 교수

BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks (Bohyung Han, Jack Sim, Hartwig Adam) #한보형 교수

Multi-Object Tracking With Quadruplet Convolutional Neural Networks (Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han) #한보형 교수

Weakly Supervised Semantic Segmentation Using Web-Crawled Videos (Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han) #한보형 교수

Taxonomy-Regularized Semantic Deep Convolutional Neural Networks (Wonjoon Goo, Juyong Kim, Gunhee Kim, Sung Ju Hwang) #김건희 교수팀

A Sequential Approach to 3D Human Pose Estimation: Separation of Localization and Identification of Body Joints (Hoyub Jung, Yumin Suh, Gyeongsik Moon, Kyoung Mu Lee) #이경무 교수팀

Individualness and Determinantal Point Processes for Pedestrian Detection (Donghoon Lee, Ming-Hsuan Yang, Geonho Cha, Songhwai Oh) #오성회 교수팀

Deeply-Recursive Convolutional Network for Image Super-Resolution (Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee) #이경무 교수팀

Accurate Image Super-Resolution Using Very Deep Convolutional Networks (Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee) #이경무 교수팀

Visual Path Prediction in Complex Scenes With Crowded Moving Objects (YoungJoon Yoo, Kimin Yun, Sangdoo Yun, JongHee Hong, Hawook Jeong, Jin Young Choi) #최진영 교수팀

Visual Tracking Using Attention-Modulated Disintegration and Integration (Jongwon Choi, Hyung Jin Chang, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi) #최진영 교수팀

Deep Metric Learning via Lifted Structured Feature Embedding (Hyun Oh Song, Yu Xiang, Stefanie Jegelka, Silvio Savarese) #송현오 교수

Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction (Hyeonwoo Noh, Paul Hongsuck Seo, Bohyung Han) #한보형 교수

Learning Transferrable Knowledge for Semantic Segmentation With Deep Convolutional Neural Network (Seunghoon Hong, Junhyuk Oh, Honglak Lee, Bohyung Han) #한보형 교수

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking (Hyeonseob Nam, Bohyung Han) #한보형 교수

MRF Optimization by Graph Approximation (Wonsik Kim, Kyoung Mu Lee) #이경무 교수팀

Subgraph Matching Using Compactness Prior for Robust Feature Correspondence (Yumin Suh, Kamil Adamczewski, Kyoung Mu Lee) #이경무 교수팀

Generalized Video Deblurring for Dynamic Scenes (Tae Hyun Kim, Kyoung Mu Lee) #이경무 교수팀

Ranking and Retrieval of Image Sequences From Multiple Paragraph Queries (Gunhee Kim, Seungwhan Moon, Leonid Sigal) #김건희 교수

Joint Photo Stream and Blog Post Summarization and Exploration (Gunhee Kim, Seungwhan Moon, Leonid Sigal) #김건희 교수