Search results for "representations"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Dmitriy Smirnov 0001, Mikhail Bessmeltsev, Justin Solomon 0001	Learning Manifold Patch-Based Representations of Man-Made Shapes.	ICLR	2021	DBLP BibTeX RDF
13	Andrea Dittadi, Frederik Träuble, Francesco Locatello, Manuel Wuthrich, Vaibhav Agrawal, Ole Winther, Stefan Bauer, Bernhard Schölkopf	On the Transfer of Disentangled Representations in Realistic Settings.	ICLR	2021	DBLP BibTeX RDF
13	Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius	Self-supervised Visual Reinforcement Learning with Object-centric Representations.	ICLR	2021	DBLP BibTeX RDF
13	Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu 0001, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin B. Clement, Dawn Drain, Neel Sundaresan, Jian Yin 0001, Daxin Jiang, Ming Zhou 0001	GraphCodeBERT: Pre-training Code Representations with Data Flow.	ICLR	2021	DBLP BibTeX RDF
13	Youngjae Yu, Sangho Lee, Gunhee Kim, Yale Song	Self-Supervised Learning of Compressed Video Representations.	ICLR	2021	DBLP BibTeX RDF
13	Reuben Feinman, Brenden M. Lake	Learning Task-General Representations with Generative Neuro-Symbolic Modeling.	ICLR	2021	DBLP BibTeX RDF
13	Kihyuk Sohn, Chun-Liang Li, Jinsung Yoon, Minho Jin, Tomas Pfister	Learning and Evaluating Representations for Deep One-Class Classification.	ICLR	2021	DBLP BibTeX RDF
13	Siyuan Li, Lulu Zheng, Jianhao Wang, Chongjie Zhang	Learning Subgoal Representations with Slow Dynamics.	ICLR	2021	DBLP BibTeX RDF
13	Max Schwarzer, Ankesh Anand, Rishab Goel, R. Devon Hjelm, Aaron C. Courville, Philip Bachman	Data-Efficient Reinforcement Learning with Self-Predictive Representations.	ICLR	2021	DBLP BibTeX RDF
13	Michael Kleinman, Alessandro Achille, Daksh Idnani, Jonathan C. Kao	Usable Information and Evolution of Optimal Representations During Training.	ICLR	2021	DBLP BibTeX RDF
13	Xiangpeng Wei, Rongxiang Weng, Yue Hu 0002, Luxi Xing, Heng Yu, Weihua Luo	On Learning Universal Representations Across Languages.	ICLR	2021	DBLP BibTeX RDF
13	Jinheon Baek, Minki Kang, Sung Ju Hwang	Accurate Learning of Graph Representations with Graph Multiset Pooling.	ICLR	2021	DBLP BibTeX RDF
13	Asish Ghoshal, Xilun Chen 0002, Sonal Gupta, Luke Zettlemoyer, Yashar Mehdad	Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing.	ICLR	2021	DBLP BibTeX RDF
13	Yangchen Pan, Kirby Banman, Martha White	Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online.	ICLR	2021	DBLP BibTeX RDF
13	Stanislav Morozov, Andrey Voynov, Artem Babenko	On Self-Supervised Image Representations for GAN Evaluation.	ICLR	2021	DBLP BibTeX RDF
13	Mike Wu, Milan Mosse, Chengxu Zhuang, Daniel Yamins, Noah D. Goodman	Conditional Negative Sampling for Contrastive Learning of Visual Representations.	ICLR	2021	DBLP BibTeX RDF
13	Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song	Active Contrastive Learning of Audio-Visual Video Representations.	ICLR	2021	DBLP BibTeX RDF
13	Junnan Li 0001, Pan Zhou, Caiming Xiong, Steven C. H. Hoi	Prototypical Contrastive Learning of Unsupervised Representations.	ICLR	2021	DBLP BibTeX RDF
13	Asoke K. Nandi	Data Modeling With Polynomial Representations and Autoregressive Time-Series Representations, and Their Connections.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur	Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations.	CoRR	2020	DBLP BibTeX RDF
13	Olivier Pannekoucke, Ronan Fablet	PDE-NetGen 1.0: from symbolic PDE representations of physical processes to trainable neural network representations.	CoRR	2020	DBLP BibTeX RDF
13	Vincent Gripon	Efficient Representations for Graph and Neural Network Signals. (Représentations efficaces pour les signaux sur graphes et réseaux de neurones).		2020	RDF
13	Jamie C. Macbeth	Primitive-Decomposed Cognitive Representations Enhancing Learning with Primitive-Decomposed Cognitive Representations.	IWSSL	2020	DBLP BibTeX RDF
13	Hyojin Bahng, Sanghyuk Chun, Sangdoo Yun, Jaegul Choo, Seong Joon Oh	Learning De-biased Representations with Biased Representations.	ICML	2020	DBLP BibTeX RDF
13	Noe Casas, Marta R. Costa-jussà, José A. R. Fonollosa	Combining Subword Representations into Word-level Representations in the Transformer Architecture.	ACL (student)	2020	DBLP DOI BibTeX RDF
13	Thanh Tuan Nguyen	Efficient Representations of Dynamic Textures. (Représentations efficaces des textures dynamiques).		2020	RDF
13	Warith Harchaoui	Learning representations using neural networks and optimal transport. (Réseaux de neurones et transport optimal pour l'apprentissage de représentations).		2020	RDF
13	Edouard Delasalles	Inferring and Predicting Dynamic Representations for Structured Temporal Data. (Inférence et prédiction de représentations dynamiques pour les données temporelles structurées).		2020	RDF
13	Julien Tissier	Improving methods to learn word representations for efficient semantic similarites computations. (Amélioration des méthodes d'apprentissage de représentations de mots pour des calculs de similarités sémantiques efficaces).		2020	RDF
13	Sammy Khalife	Graphs, geometry, and representations for language models and networks of entities. (Graphes, géométrie et représentations pour le langage et les réseaux d'entités).		2020	RDF
13	Maziar Moradi Fard	Learning data representations in unsupervised learning. (Apprentissage de représentations de données dans un apprentissage non-supervisé).		2020	RDF
13	Arnaud Abreu	Réseaux neuronaux convolutifs profonds et représentations hiérarchiques: applications et perspectives pour la pathologie numérique. (Deep convolutional neural networks and hierarchical representations: applications and perspectives for digital pathology).		2020	RDF
13	Thibault Lescoat	Geometric operators for 3D modeling using dictionary-based shape representations. (Opérateurs géométriques pour la modélisation 3D via des représentations de formes basées dictionnaire).		2020	RDF
13	Axel Chemla-Romeu-Santos	Manifold representations of musical signals and generative spaces. (Représentations variationnelles de signaux musicaux et espaces génératifs).		2020	RDF
13	Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.	ICLR	2020	DBLP BibTeX RDF
13	Martin Engelcke, Adam R. Kosiorek, Oiwi Parker Jones, Ingmar Posner	GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations.	ICLR	2020	DBLP BibTeX RDF
13	Pawel Korus, Nasir D. Memon	Quantifying the Cost of Reliable Photo Authentication via High-Performance Learned Lossy Representations.	ICLR	2020	DBLP BibTeX RDF
13	Marco Federici, Anjan Dutta 0001, Patrick Forré, Nate Kushman, Zeynep Akata	Learning Robust Representations via Multi-View Information Bottleneck.	ICLR	2020	DBLP BibTeX RDF
13	Kien Do, Truyen Tran 0001	Theory and Evaluation Metrics for Learning Disentangled Representations.	ICLR	2020	DBLP BibTeX RDF
13	Mathias Lechner	Learning representations for binary-classification without backpropagation.	ICLR	2020	DBLP BibTeX RDF
13	Gábor Berend	Massively Multilingual Sparse Word Representations.	ICLR	2020	DBLP BibTeX RDF
13	Alexei Baevski, Steffen Schneider 0001, Michael Auli	vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations.	ICLR	2020	DBLP BibTeX RDF
13	Biswajit Paria, Chih-Kuan Yeh, Ian En-Hsu Yen, Ning Xu, Pradeep Ravikumar, Barnabás Póczos	Minimizing FLOPs to Learn Efficient Sparse Representations.	ICLR	2020	DBLP BibTeX RDF
13	Han Zhao 0002, Amanda Coston, Tameem Adel, Geoffrey J. Gordon	Conditional Learning of Fair Representations.	ICLR	2020	DBLP BibTeX RDF
13	Balasubramaniam Srinivasan, Bruno Ribeiro 0001	On the Equivalence between Positional Node Embeddings and Structural Graph Representations.	ICLR	2020	DBLP BibTeX RDF
13	Eric Mitchell, Selim Engin, Volkan Isler, Daniel D. Lee	Higher-Order Function Networks for Learning Composable 3D Object Representations.	ICLR	2020	DBLP BibTeX RDF
13	Shen Li 0004, Bryan Hooi, Gim Hee Lee	Identifying through Flows for Recovering Latent Representations.	ICLR	2020	DBLP BibTeX RDF
13	Ioana Bica, Ahmed M. Alaa, James Jordon, Mihaela van der Schaar	Estimating counterfactual treatment outcomes over time through adversarially balanced representations.	ICLR	2020	DBLP BibTeX RDF
13	Negar Hassanpour, Russell Greiner	Learning Disentangled Representations for CounterFactual Regression.	ICLR	2020	DBLP BibTeX RDF
13	Yan Zhang 0067, Jonathon S. Hare, Adam Prügel-Bennett	FSPool: Learning Set Representations with Featurewise Sort Pooling.	ICLR	2020	DBLP BibTeX RDF
13	Weijie Su 0002, Xizhou Zhu, Yue Cao, Bin Li 0025, Lewei Lu, Furu Wei, Jifeng Dai	VL-BERT: Pre-training of Generic Visual-Linguistic Representations.	ICLR	2020	DBLP BibTeX RDF
13	A. Taylan Cemgil, Sumedh Ghaisas, Krishnamurthy (Dj) Dvijotham, Pushmeet Kohli	Adversarially Robust Representations with Smooth Encoders.	ICLR	2020	DBLP BibTeX RDF
13	Xinyun Chen, Chen Liang, Adams Wei Yu, Denny Zhou, Dawn Song, Quoc V. Le	Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension.	ICLR	2020	DBLP BibTeX RDF
13	Zhiyuan Li 0007, Jaideep Vitthal Murkute, Prashnna Kumar Gyawali, Linwei Wang	Progressive Learning and Disentanglement of Hierarchical Representations.	ICLR	2020	DBLP BibTeX RDF
13	Soheil Kolouri, Nicholas A. Ketz, Andrea Soltoggio, Praveen K. Pilly	Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned Representations.	ICLR	2020	DBLP BibTeX RDF
13	Steven Cao, Nikita Kitaev, Dan Klein	Multilingual Alignment of Contextual Word Representations.	ICLR	2020	DBLP BibTeX RDF
13	Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn	SCALOR: Generative World Models with Scalable Object Representations.	ICLR	2020	DBLP BibTeX RDF
13	Hyojin Bahng, Sanghyuk Chun, Sangdoo Yun, Jaegul Choo, Seong Joon Oh	Learning De-biased Representations with Biased Representations.	CoRR	2019	DBLP BibTeX RDF
13	Huda Hakami, Danushka Bollegala	Learning Relation Representations from Word Representations.	AKBC	2019	DBLP DOI BibTeX RDF
13	Sanjeel Parekh	Apprentissage de représentations pour l'analyse robuste de scènes audiovisuelles. (Learning representations for robust audio-visual scene analysis).		2019	RDF
13	Alexis Conneau	Learning distributed representations of sentences using neural networks. (Apprentissage et applications de représentations multilingues distribuées).		2019	RDF
13	Amor Ben Tanfous	Sparse Representations in the Shape Manifold for Human Trajectories Classification and Generation. (Représentations parcimonieuses dans les variétés de formes pour la classification et la génération de trajectoires humaines).		2019	RDF
13	Neil Zeghidour	Learning representations of speech from the raw waveform. (Apprentissage de représentations de la parole à partir du signal brut).		2019	RDF
13	Danny Francis	Semantic representations of images and videos. (Représentations sémantiques d'images et de vidéos).		2019	RDF
13	Thomas Robert 0001	Improving Latent Representations of ConvNets for Visual Understanding. (Amélioration des représentations latentes des ConvNets pour l'interprétation de données visuelles).		2019	RDF
13	Gül Varol	Learning human body and human action representations from visual data. (Apprentissage des représentations du corps humain et de l'action humaine à partir de données visuelles).		2019	RDF
13	Hugues Thomas	Learning new representations for 3D point cloud semantic segmentation. (Apprentissage de nouvelles représentations pour la sémantisation de nuages de points 3D).		2019	RDF
13	Jérémy Marrez	Représentations adaptées à l'arithmétique modulaire et à la résolution de systèmes flous. (Representations adapted to modular arithmetic and fuzzy system resolution).		2019	RDF
13	Konstantinos Skianis	Novel Representations, Regularization and Distances for Text Classification. (Nouvelles Représentations, la Régularisation et les Distances pour la Classification de Texte).		2019	RDF
13	Arnaud Ferré	Représentations vectorielles et apprentissage automatique pour l'alignement d'entités textuelles et de concepts d'ontologie: application à la biologie. (Vector Representations and Machine Learning for Alignment of Text Entities with Ontology Concepts: Application to Biology).		2019	RDF
13	Vincenzo Carletti, Pasquale Foggia, Erik Garrison, Luca Greco 0001, Pierluigi Ritrovato, Mario Vento	Graph-Based Representations for Supporting Genome Data Analysis and Visualization: Opportunities and Challenges.	GbRPR	2019	DBLP DOI BibTeX RDF
13	Yan Zhang 0067, Jonathon S. Hare, Adam Prügel-Bennett	Learning Representations of Sets through Optimized Permutations.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	R. Thomas McCoy, Tal Linzen, Ewan Dunbar, Paul Smolensky	RNNs implicitly implement tensor-product representations.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Alexei Baevski, Michael Auli	Adaptive Input Representations for Neural Language Modeling.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Uri Alon 0002, Shaked Brody, Omer Levy, Eran Yahav	code2seq: Generating Sequences from Structured Representations of Code.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	William G. La Cava, Tilak Raj Singh, James Taggart, Srinivas Suri, Jason H. Moore	Learning concise representations for regression by evolving networks of trees.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Jack Lindsey, Samuel A. Ocko, Surya Ganguli, Stéphane Deny	A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs.	ICLR	2019	DBLP BibTeX RDF
13	Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh 0001, Louis-Philippe Morency, Ruslan Salakhutdinov	Learning Factorized Multimodal Representations.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Svetlin Penkov, Subramanian Ramamoorthy	Learning Programmatically Structured Representations with Perceptor Gradients.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Ian Tenney, Patrick Xia 0002, Berlin Chen, Alex Wang, Adam Poliak, R. Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das 0001, Ellie Pavlick	What do you learn from context? Probing for sentence structure in contextualized word representations.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Charles Y. Zheng, Francisco Pereira, Chris I. Baker, Martin N. Hebart	Revealing interpretable object representations from human behavior.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Dibya Ghosh, Abhishek Gupta 0004, Sergey Levine	Learning Actionable Representations with Goal Conditioned Policies.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Anurag Koul, Alan Fern, Sam Greydanus	Learning Finite State Representations of Recurrent Policy Networks.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Reinhard Heckel, Paul Hand	Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Rakshit Trivedi, Mehrdad Farajtabar, Prasenjeet Biswal, Hongyuan Zha	DyRep: Learning Representations over Dynamic Graphs.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	R. Devon Hjelm, Alex Fedorov, Samuel Lavoie-Marchildon, Karan Grewal, Philip Bachman, Adam Trischler, Yoshua Bengio	Learning deep representations by mutual information estimation and maximization.	ICLR	2019	DBLP BibTeX RDF
13	Haohan Wang, Zexue He, Zachary C. Lipton, Eric P. Xing	Learning Robust Representations by Projecting Superficial Statistics Out.	ICLR	2019	DBLP BibTeX RDF
13	Yifan Wu, George Tucker, Ofir Nachum	The Laplacian in RL: Learning Representations with Efficient Approximations.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Mahsa Baktashmotlagh, Masoud Faraki, Tom Drummond, Mathieu Salzmann	Learning Factorized Representations for Open-Set Domain Adaptation.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Albert Gu, Frederic Sala, Beliz Gunel, Christopher Ré	Learning Mixed-Curvature Representations in Product Spaces.	ICLR (Poster)	2019	DBLP BibTeX RDF
13	Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Padmanabhan Rajan	Deep Convex Representations: Feature Representations for Bioacoustics Classification.	INTERSPEECH	2018	DBLP DOI BibTeX RDF
13	David Halpern, Pedro Rodriguez	Partisan Representations: Partisan Differences in Semantic Representations and their Role in Attitude Judgments.	CogSci	2018	DBLP BibTeX RDF
13	Nourredine Aliane, Jean-Jacques Mariage, Gilles Bernard	L'évaluation des représentations vectorielles de mots en utilisant WordNet (Evaluating word representations using WordNet).	CORIA-TALN-RJC (TALN 2)	2018	DBLP BibTeX RDF
13	Maxime Bucher	Apprentissage et exploitation de représentations sémantiques pour la classification et la recherche d'images. (Learning and exploiting semantic representations for image classification and retrieval).		2018	RDF
13	Himalaya Jain	Learning compact representations for large scale image search. (Apprentissage de représentations compactes pour la recherche d'images à grande échelle).		2018	RDF
13	Simon Halfon	On Effective Representations of Well Quasi-Orderings. (Représentations Effectives des Beaux Pré-Ordres).		2018	RDF
13	Quentin Lobbé	Archives, fragments Web et diasporas. Pour une exploration désagrégée de corpus d'archives Web liées aux représentations en ligne des diasporas. (Archives, Web fragments and diasporas. For a disaggregated exploration of web archives related to online representations of diasporas).		2018	RDF
13	Lê Duy Huynh	Taking into account inclusion and adjacency information in morphological hierarchical representations, with application to the extraction of text in natural images and videos. (Prise en compte d'informations d'inclusion et d'adjacence dans les représentations morphologiques hiérarchiques, avec application à l'extraction de texte en images naturelles et vidéos).		2018	RDF
13	Nicola Pellicanò	Tackling pedestrian detection in large scenes with multiple views and representations. (Une approche réaliste de la détection de piétons multi-vues et multi-représentations pour des scènes extérieures).		2018	RDF
13	Suiyi Ling	Perceptual representations of structural and geometric information in images: bio-inspired and machine learning approaches Application to visual quality assessment of immersive media. (Représentations perceptuelles de l'information structurelle et géométrique des images : approches bio inspirées et par apprentissage machine).		2018	RDF