Vaishaal Shankar, Alex Fang, Wenshuo Guo and

Sara Fridovich-Keil, Jonathan Ragan-Kelley, Ludwig Schmidt, Benjamin Recht

Keywords Abstract Paper

General Machine Learning Techniques

Ricardo Rei, Craig Stewart, Ana C Farinha, Alon Lavie

Keywords Abstract Paper

cross-lingual modeling, wmt task, high-performing systems, comet

Udit Agarwal, Vijaya Ramachandran

Keywords Abstract Paper

distributed algorithms, shortest paths, blocker set

Sebastian Maneth, Helmut Seidl

Keywords Abstract Paper

Top-Down Tree Transducers, Earliest Transformation, Linear Transducers, Uniform-copying Transucers, Removal of Look-ahead, Removal of Inspection

Clara H. McCreery, Namit Katariya, Anitha Kannan and

Manish Chablani, Xavier Amatriain

Keywords Abstract Paper

medicine, question similarity, expert domains, transfer learning, healthcare

Florence Regol, Soumyasundar Pal, Yingxue Zhang, Mark Coates

Keywords Abstract Paper

Online Learning, Active Learning, and Bandits

Valentin Hofmann, Hinrich Schütze, Janet Pierrehumbert

Keywords Abstract Paper

Graph Morphology, graph auto-encoder, auto-encoder MWF, MWF

Anant Raj, Cameron Musco, Lester Mackey

Keywords Abstract Paper

Jingru Tan, Changbao Wang, Buyu Li and

Quanquan Li, Wanli Ouyang, Changqing Yin, Junjie Yan

Keywords Abstract Paper

long tail, object detection, lvis, object recognition

Siyuan Li, Semih Günel, Mirela Ostrek and

Pavan Ramdya, Pascal Fua, Helge Rhodin

Keywords Abstract Paper

unparied image translation, pose estimation, domain adaptation, gan, deformation.

Arnu Pretorius, Scott Cameron, Elan van Biljon and

Thomas Makkink, Shahil Mawjee, Jeremy du Plessis, Jonathan Shock, Alex Laterre, Karim Beguir

Keywords Abstract Paper

Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, Sebastian Ruder

Keywords Abstract Paper

transfer, pre-training, cross transfer, named recognition

Thibault Sellam, Dipanjan Das, Ankur Parikh

Keywords Abstract Paper

Learning Metrics, Text Generation, WMT task, pre-training scheme

Wei Guo, Can Zhang, Huifeng Guo and

Ruiming Tang, Xiuqiang He

Keywords Abstract Paper

convolutional network, context-aware recommendation

Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras and

Jeff Da, Keisuke Sakaguchi, Antoine Bosselut, Yejin Choi

Keywords Abstract Paper

Saeed Maleki, Madan Musuvathi, Todd Mytkowicz and

Olli Saarikivi, Tianju Xu, Vadim Eksarevskiy, Jaliya Ekanayake, Emad Barsoum

Keywords Abstract Paper

Mingmei Cheng, Le Hui, Jin Xie, Jian Yang

Keywords Abstract Paper

Peter Hase, Mohit Bansal

Keywords Abstract Paper

Evaluating AI, Explainable AI, Algorithmic approaches, machine models

Dianbo Sui, Yubo Chen, Jun Zhao and

Yantao Jia, Yuantao Xie, Weijian Sun

Keywords Abstract Paper

privacy protection, knowledge distillation, medical model, privacy-preserving model

Giorgos Karvounas, Nikolaos Kyriazis, Iason Oikonomidis and

Aggeliki Tsoli, Antonis A Argyros

Keywords Abstract Paper

hand geometry refinement, differentiable rendering, multiview, hand texture, ray tracing, rasterization

Huiqiao Fu, Kaiqiang Tang, Peng Li and

Wenqi Zhang, Xinpeng Wang, Guizhou Deng, Tao Wang, Chunlin Chen

Keywords Abstract Paper

Machine Learning, Deep Reinforcement Learning, Learning in Robotics, Motion and Path Planning

Hai Phan, My T. Thai, Han Hu and

Ruoming Jin, Tong Sun, Dejing Dou

Keywords Abstract Paper

Privacy-preserving Statistics and Machine Learning

Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cecile Paris

Keywords Abstract Paper

Discontinuous NER, Transition-based Model, sequence techniques, generic encoding

Pengcheng Li, Runze Li, Qing Da and

An-Xiang Zeng, Lijun Zhang

Keywords Abstract Paper

learning to rank, neural networks, e-commerce, multi-task learning

Tulika Saha, Aditya Patra, Sriparna Saha, Pushpak Bhattacharyya

Keywords Abstract Paper

Emotion-aided Classification, Dialogue Classification, automatic DAs, ER

Hao Wu, Babak Esmaeili, Michael Wick and

Jean-Baptiste Tristan, Jan-Willem van de Meent

Keywords Abstract Paper

Deep Learning, Generative Models

Jiyang Yu, Ravi Ramamoorthi

Keywords Abstract Paper

video stabilization, optical flow, deep learning, video processing, computational photography

Yunke Wang, Chang Xu, Bo Du, Honglak Lee

Keywords Abstract Paper

Applications, Matrix and Tensor Factorization, Algorithms, Clustering; Theory, Frequentist Statistics, Reinforcement Learning and Planning

Chia-Hsing Chiu, Yuki Koyama, Yu-Chi Lai and

Takeo Igarashi, Yonghao Yue

Keywords Abstract Paper

human-in-the-loop optimization, dimensionality reduction, generative models

Kyle Robinson, Dan Brown, Markus Schedl

Keywords Abstract Paper

Human-centered MIR, User-centered evaluation, Applications, Music recommendation and playlist generation, Evaluation, datasets, and reproducibility, Evaluation metrics, Human-computer interaction and interfaces, Personalization

Yuan Liang, Weikun Han, Liang Qiu and

Chen Wu, Yiting Shao, Kun Wang, Lei He

Keywords Abstract Paper

deep learning, transformers, graph learning

Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu

Keywords Abstract Paper

transformers, graph learning, interpretability

Yatin Nandwani, Deepanshu Jindal, Mausam ., Parag Singla

Keywords Abstract Paper

constraint satisfaction, Neuro symbolic, reasoning

Ludwig Sidenmark, Christopher Clarke, Xuesong Zhang and

Jenny Phu, Hans Gellersen

Keywords Abstract Paper

virtual reality, occlusion, eye tracking, smooth pursuits

Ronen Tamari, Chen Shani, Tom Hope and

Miriam R L Petruck, Omri Abend, Dafna Shahaf

Keywords Abstract Paper

Embodied Understanding, natural understanding, representation, NLU systems

Jing Wang, Xin Geng

Keywords Abstract Paper

Machine Learning, Multi-instance; Multi-label; Multi-view learning, Structured Prediction

Abdul Rafae Khan, Jia Xu, Weiwei Sun

Keywords Abstract Paper

natural tasks, nlp, neural-network-based systems, machine translation

Yuesong Nan, Hui Ji

Keywords Abstract Paper

image deblurring, robust deblurring, error-in-variable model, deep learning, blur kernel correction, image restoration, image processing, low level vision

Anthony Cioppa, Adrien Deliège, Silvio Giancola and

Bernard Ghanem, Marc Van Droogenbroeck, Rikke Gade, Thomas B. Moeslund

Keywords Abstract Paper

action spotting, highlights generation, sports video analysis, soccernet, activitynet, temporal segmentation, semantic context, loss function, event detection, activity localization

Siqi Wu, Marian-Andrei Rizoiu, Lexing Xie

Keywords Abstract Paper

attention, bias, cascades, changes, collection, graphs, influences, measures, networks, rates, structure, terms, tweets, twitter