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21007
papertalks found
25/04/2020
Adaptive Photographic Composition Guidance
Jane E
,
Ohad Fried
,
Jingwan Lu
and
Jianming Zhang
,
Radomír Měch
,
Jose Echevarria
,
Pat Hanrahan
,
James Landay
Keywords
Abstract
Paper
photography
,
camera interfaces
,
composition
,
dynamic symmetry
13:31
19/08/2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers
Libo Qin
,
Tianbao Xie
,
Wanxiang Che
,
Ting Liu
Keywords
Abstract
Paper
Natural language processing
,
General
14:57
01/07/2020
Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology?
Stav Klein
,
Reut Tsarfaty
Keywords
Abstract
Paper
7:10
06/12/2021
Error Compensated Distributed SGD Can Be Accelerated
Xun Qian
,
Peter Richtarik
,
Tong Zhang
Keywords
Abstract
Paper
machine learning
8:18
20/08/2020
Program Sketching with Live Bidirectional Evaluation
Justin Lubin
,
Nick Collins
,
Cyrus Omar
,
Ravi Chugh
Keywords
Abstract
Paper
Program Synthesis
,
Examples
,
Sketches
,
Bidirectional Evaluation
14:33
14/06/2020
SAPIEN: A SimulAted Part-Based Interactive ENvironment
Fanbo Xiang
,
Yuzhe Qin
,
Kaichun Mo
and
Yikuan Xia
,
Hao Zhu
,
Fangchen Liu
,
Minghua Liu
,
Hanxiao Jiang
,
Yifu Yuan
,
He Wang
,
Li Yi
,
Angel X. Chang
,
Leonidas J. Guibas
,
Hao Su
Keywords
Abstract
Paper
simulation
,
manipulation
,
dataset
,
robotics
,
part
,
motion
,
segmentation
,
3d
5:00
02/02/2021
Where there's Smoke, there's Fire: Wildfire Risk Predictive Modeling via Historical Climate Data
Shahrzad Gholami
,
Narendran Kodandapani
,
Jane Wang
,
Juan Lavista Ferres
Keywords
Abstract
Paper
18:21
12/08/2020
Fuzzing Error Handling Code using Context-Sensitive Software Fault Injection
Zu-Ming Jiang
,
Jia-Ju Bai
,
Kangjie Lu
,
Shi-Min Hu
Keywords
Abstract
Paper
10:37
02/02/2021
Predictive Adversarial Learning from Positive and Unlabeled Data
Wenpeng Hu
,
Ran Le
,
Bing Liu
and
Feng Ji
,
Jinwen Ma
,
Dongyan Zhao
,
Rui Yan
Keywords
Abstract
Paper
13:44
19/08/2021
Continual Lifelong Learning for Intelligent Agents
Ghada Sokar
Keywords
Abstract
Paper
Machine Learning
,
Incremental Learning
,
Learning Sparse Models
,
Classification
,
Deep Learning
14:02
25/04/2020
Searching for Mental Health: A Mixed-Methods Study of Young People's Online Help-seeking
Claudette Pretorius
,
Darragh McCashin
,
Naoise Kavanagh
,
David Coyle
Keywords
Abstract
Paper
mental health
,
help-seeking
,
search
,
young people
,
behaviour
,
co-design
,
personas
,
mixed methods
14:12
20/08/2020
Denotational Recurrence Extraction for Amortized Analysis
Joseph W. Cutler
,
Dan Licata
,
Norman Danner
Keywords
Abstract
Paper
amortized analysis
,
recurrence extraction
,
denotational semantics
,
resource analysis
,
higher order recurrences
,
cost semantics
14:53
22/06/2020
How to lose at monte carlo: A simple dynamical system whose typical statistical behavior is non-computable
Cristobal Rojas
,
Michael Yampolsky
Keywords
Abstract
Paper
logistic family
,
physical measures
,
Monte Carlo simulation
,
Non-computability
23:55
06/12/2021
Explaining Latent Representations with a Corpus of Examples
Jonathan Crabbe
,
Zhaozhi Qian
,
Fergus Imrie
,
Mihaela van der Schaar
Keywords
Abstract
Paper
machine learning
,
vision
,
interpretability
14:56
26/08/2020
The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth measure
Guillaume Staerman
,
Pavlo Mozharovskyi
,
Stéphan Clémençon
Keywords
Abstract
Paper
14:59
14/06/2020
Recurrent Feature Reasoning for Image Inpainting
Jingyuan Li
,
Ning Wang
,
Lefei Zhang
and
Bo Du
,
Dacheng Tao
Keywords
Abstract
Paper
inpainting
,
synthesize
,
image
,
generation
,
manipulation
,
completion
,
restoration
1:01
22/06/2020
OxKBC: Outcome Explanation for Factorization Based Knowledge Base Completion
Yatin Nandwani
,
Ankesh Gupta
,
Aman Agrawal
and
Mayank Singh Chauhan
,
Parag Singla
,
Mausam
Keywords
Abstract
Paper
xai
,
kbc
,
templates
,
outcome explanation
,
templates
5:03
08/12/2020
Gender-Aware Reinflection using Linguistically Enhanced Neural Models
Bashar Alhafni
,
Nizar Habash
,
Houda Bouamor
Keywords
Abstract
Paper
14:35
19/08/2021
Accounting for Confirmation Bias in Crowdsourced Label Aggregation
Meric Altug Gemalmaz
,
Ming Yin
Keywords
Abstract
Paper
Humans and AI
,
Human Computation and Crowdsourcing
,
Human-AI Collaboration
,
Human-Computer Interaction
14:19
02/02/2021
Robust Finite-State Controllers for Uncertain POMDPs
Murat Cubuktepe
,
Nils Jansen
,
Sebastian Junges
and
Ahmadreza Marandi
,
Marnix Suilen
,
Ufuk Topcu
Keywords
Abstract
Paper
16:50
16/11/2020
Few-shot Object Grounding and Mapping for Natural Language Robot Instruction Following
Valts Blukis
,
Ross Knepper
,
Yoav Artzi
Keywords
Abstract
Paper
5:06
13/04/2021
Online forgetting process for linear regression models
Yuantong Li
,
Chi-Hua Wang
,
Guang Cheng
Keywords
Abstract
Paper
3:21
02/02/2021
A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting
Chia-Yuan Chang
,
Cheng-Wei Lu
,
Chuan-Ju Wang
Keywords
Abstract
Paper
14:40
12/07/2020
Adversarial Neural Pruning with Latent Vulnerability Suppression
Divyam Madaan
,
Jinwoo Shin
,
Sung Ju Hwang
Keywords
Abstract
Paper
Adversarial Examples
14:43
14/09/2020
Flexible Recurrent Neural Networks
Anne Lambert
,
Francoise Le Bolzer
,
Francois Schnitzler
Keywords
Abstract
Paper
recurrent neural networks
,
flexibility
,
edge computing
13:29
02/02/2021
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition
Weizhou Shen
,
Junqing Chen
,
Xiaojun Quan
,
Zhixian Xie
Keywords
Abstract
Paper
16:40
07/09/2020
Inpainting Networks Learn to Separate Cells in Microscopy Images
Steffen Wolf
,
Fred Hamprecht
,
Jan Funke
Keywords
Abstract
Paper
self-supervised learning
,
instance segmentation
,
inpainting
,
microscopy
,
cell segmentation
9:36
26/04/2020
The Early Phase of Neural Network Training
Jonathan Frankle
,
David J. Schwab
,
Ari S. Morcos
Keywords
Abstract
Paper
empirical
,
learning dynamics
,
lottery tickets
,
critical periods
,
early
5:07
06/12/2020
Learning from Failure: De-biasing Classifier from Biased Classifier
Junhyun Nam
,
Hyuntak Cha
,
Sungsoo Ahn
and
Jaeho Lee
,
Jinwoo Shin
Keywords
Abstract
Paper
3:21
06/12/2021
Memory-efficient Patch-based Inference for Tiny Deep Learning
Ji Lin
,
Wei-Ming Chen
,
Han Cai
and
Chuang Gan
,
Song Han
Keywords
Abstract
Paper
deep learning
,
machine learning
,
vision
11:14
13/04/2021
Location trace privacy under conditional priors
Casey Meehan
,
Kamalika Chaudhuri
Keywords
Abstract
Paper
2:26
06/12/2021
Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations
Yuping Luo
,
Tengyu Ma
Keywords
Abstract
Paper
reinforcement learning and planning
,
adversarial robustness and security
8:52
02/02/2021
Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability
Shashank Shekhar
,
Ronen I. Brafman
,
Guy Shani
Keywords
Abstract
Paper
18:22
13/04/2021
A limited-capacity minimax theorem for non-convex games or: How i learned to stop worrying about mixed-nash and love neural nets
Gauthier Gidel
,
David Balduzzi
,
Wojciech Czarnecki
and
Marta Garnelo
,
Yoram Bachrach
Keywords
Abstract
Paper
2:51
26/08/2020
Gaussianization Flows
Chenlin Meng
,
Yang Song
,
Jiaming Song
,
Stefano Ermon
Keywords
Abstract
Paper
11:21
22/11/2021
Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks
Ángel López García-Arias
,
Masanori Hashimoto
,
Masato Motomura
,
Jaehoon Yu
Keywords
Abstract
Paper
computer vision
,
neural networks
,
deep learning
,
residual networks
,
recurrent networks
,
supermask training
,
pruning
,
network compression
,
small scale networks
,
sparse networks
2:55
26/08/2020
Hypothesis Testing Interpretations and Renyi Differential Privacy
Borja Balle
,
Gilles Barthe
,
Marco Gaboardi
and
Justin Hsu
,
Tetsuya Sato
Keywords
Abstract
Paper
20:02
08/07/2020
Dynamic Averaging Load Balancing on Cycles
Dan Alistarh
,
Giorgi Nadiradze
,
Amirmojtaba Sabour
Keywords
Abstract
Paper
Algorithms
,
Load Balancing
17:26
14/06/2020
ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection
Yuxin Wang
,
Hongtao Xie
,
Zheng-Jun Zha
and
Mengting Xing
,
Zilong Fu
,
Yongdong Zhang
Keywords
Abstract
Paper
scene text detection
,
arbitrary shapes
,
false-positive suppression
,
large scale variance
1:01
04/07/2020
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
Hannah Craighead
,
Andrew Caines
,
Paula Buttery
,
Helen Yannakoudakis
Keywords
Abstract
Paper
automated transcriptions
,
automatically speech
,
multi-task learning
,
inductive transfer
11:37
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