Yucheng Shi, Yahong Han, Qi Tian

Keywords Abstract Paper

adversarial machine learning, adversarial example, decision-based attack

Florian Tramer, Nicholas Carlini, Wieland Brendel, Aleksander Madry

Keywords Abstract Paper

Fan-Yun Sun, Jordan Hoffman, Vikas Verma, Jian Tang

Keywords Abstract Paper

graph-level representation learning, mutual information maximization

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis and

Patrick Pérez, Matthieu Cord

Keywords Abstract Paper

representation learning, self-supervised learning, unsupervised learning, discrete representations, bag of visual words, image understanding, deep learning, convolutional neural networks

Chaoyue Liu, Mikhail Belkin

Keywords Abstract Paper

SGD, acceleration, momentum, stochastic, over-parameterized, Nesterov

Lingxiao YANG, Ru-Yuan Zhang, Lida LI, Xiaohua Xie

Keywords Abstract Paper

, Deep Learning, Optimization for Deep Networks, Applications, Neuroscience and Cognitive Science

Pravendra Singh, Vinay Kumar Verma, Pratik Mazumder and

Lawrence Carin, Piyush Rai

Keywords Abstract Paper

Jihun Yun, Aurelie Lozano, Eunho Yang

Keywords Abstract Paper

deep learning, optimization, machine learning

Meiqi Guo, Rebecca Hwa, Yu-Ru Lin, Wen-Ting Chung

Keywords Abstract Paper

Timothee Mickus, Timothée Bernard, Denis Paperno

Keywords Abstract Paper

Takashi Isobe, Fang Zhu, Shengjin Wang

Keywords Abstract Paper

Video Super-Resolution, Recurrent Neural Network, Temporal Modeling

Jason Lee, Ruoqi Shen, Zhao Song and

Mengdi Wang, zheng Yu

Keywords Abstract Paper

xinxing wu, Qiang Cheng

Keywords Abstract Paper

deep learning

Jiazheng Li, Linyi Yang, Barry Smyth, Ruihai Dong

Keywords Abstract Paper

earnings conference calls, multimodal aligned datasets, financial risk prediction

Ioana Bica, Ahmed Alaa, Mihaela van der Schaar

Keywords Abstract Paper

Applications - Neuroscience, Cognitive Science, Biology and Health

Mihai Fieraru, Mihai Zanfir, Teodor Szente and

Eduard Bazavan, Vlad Olaru, Cristian Sminchisescu

Keywords Abstract Paper

transformers

Ziyu Wang, Ke Chen, Junyan Jiang and

Yiyi Zhang, Maoran Xu, Shuqi Dai, Gus Xia

Keywords Abstract Paper

Evaluation, datasets, and reproducibility, Novel datasets and use cases, Applications, Music composition, performance, and production, Domain knowledge, Machine learning/Artificial intelligence for music, MIR tasks, Music transcription and annotation, Musical features and properties, Musical style and genre

Pratyush Maini, Mohammad Yaghini, Nicolas Papernot

Keywords Abstract Paper

MLaaS, model extraction, model ownership

Kohei Yamamichi, Xian-Hua Han

Keywords Abstract Paper

Deraining, Rain removal, Deep residual block, Multi-scale residual aggregation network, Spatial context-aware activation, Spatial context-aware pooling, multi-scale context aggregation module

Huihan Yao, Ying Chen, Qinyuan Ye and

Xisen Jin, Xiang Ren

Keywords Abstract Paper

machine learning, fairness, language

Chongyang Ding, Kai Liu, Jari Korhonen, Evgeny Belyaev

Keywords Abstract Paper

Colin Bredenberg, Benjamin Lyo, Eero P Simoncelli, Cristina Savin

Keywords Abstract Paper

neuroscience, representation learning

Ritesh Noothigattu, Tom Yan, Ariel D. Procaccia

Keywords Abstract Paper

Congzheng Song, Alexander Rush, Vitaly Shmatikov

Keywords Abstract Paper

paraphrase identification, document retrieval, response suggestion, extractive summarizationtextemdash

Minhui Huang, Shiqian Ma, Lifeng Lai

Keywords Abstract Paper

Algorithms, Optimal Transport

Ziwei Ji, Matus Telgarsky

Keywords Abstract Paper

neural tangent kernel, polylogarithmic width, test error, gradient descent, classification

Walid Krichene, Steffen Rendle

Keywords Abstract Paper

Machine Learning, Recommender Systems

Markus Hecher

Keywords Abstract Paper

Computational aspects of knowledge representation-General, Logic programming, answer set programming, constraint logic programming-General, Nonmonotonic logics, default logics, conditional logics-General

Shaull Almagor, Edon Kelmendi, Joël Ouaknine and James Worrell

Keywords Abstract Paper

Invariants, continuous linear dynamical systems, continuous Skolem problem, safety, o-minimality

Dan A. Calian, Daniel J Mankowitz, Tom Zahavy and

Zhongwen Xu, Junhyuk Oh, Nir Levine, Timothy A Mann

Keywords Abstract Paper

reinforcement learning, constraints, meta-gradients

Xiaochen Wang, Arash Pakbin, Bobak Mortazavi and

Hongyu Zhao, Donald Lee

Keywords Abstract Paper

Applications - Neuroscience, Cognitive Science, Biology and Health

Arthur Jian Shun Lam, Jun Yi Lim, Ricky Sutopo, Vishnu Monn Baskaran

Keywords Abstract Paper

object detection, atrous convolution, vision transformers, attention mechanism

Emily M. Bender, Alexander Koller

Keywords Abstract Paper

NLP tasks, natural understanding, large models, NLU

Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan, Adina Williams

Keywords Abstract Paper

Natural inference, NLI, natural understanding, pragmatic inferences

Qibin Hou, Li Zhang, Ming-Ming Cheng, Jiashi Feng

Keywords Abstract Paper

scene parsing, semantic segmentation, spatial pooling, strip pooling, context aggregation

Aman Madaan, Amrith Setlur, Tanmay Parekh and

Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye

Keywords Abstract Paper

Politeness Transfer, politeness, transfer tasks, content preservation

Marc Schubhan, Maximilian Altmeyer, Dominic Buchheit, Pascal Lessel

Keywords Abstract Paper

customization, user-driven game design, bottom-up, motivation, replication

Karren Yang, Bryan Russell, Justin Salamon

Keywords Abstract Paper

audio-visual learning in video, self-supervision, video dataset, spatial audio, localization, spatialization, upmixing, source separation

Avery Miller, Andrzej Pelc, Ram Narayan Yadav

Keywords Abstract Paper

anonymous radio network, algorithm, leader election, graph

Saurabh Garg, Yifan Wu, Sivaraman Balakrishnan, Zachary Lipton

Keywords Abstract Paper