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Viewing Publication 1 - 100 from 5850

2023

Prior knowledge meets Neural ODEs: a two-stage training method for improved explainabilityC. Coelho 0002, M. Fernanda P. Costa, Luis L. Ferrás. iclr 2023: [doi]

Improving the imputation of missing data with Markov Blanket discoveryYang Liu 0206, Anthony C. Constantinou. iclr 2023: [doi]

The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023OpenReview.net, 2023. [doi]

Model Extraction Attacks on Arabic BERT-Based APIsHassan Abbelkarim, Mohammed Eltahir, Khalid N. Elmadani, Anas Showk. iclr 2023: [doi]

Quota Constraints for Diversity Interventions in Subset SelectionNeeraja Abhyankar. iclr 2023: [doi]

Exploratory Analysis of Scholarly Publications on Artificial Intelligence (AI) in Colonoscopy using LitstudyMary Adewunmi. iclr 2023: [doi]

Knowledge Distillation of BERT Language Model on the Arabic LanguageHager Adil, Abrar Elidrisi, Muhammed Saeed. iclr 2023: [doi]

Learning Weight Sensitivity from EntropyNovena Agnes. iclr 2023: [doi]

SUDANESE ARABIC DIALECT ENCODING USING XLM-RoBERTa LANGUAGE MODEL: Zol-ROBERTADuaa Badradein Alshareif, Taiseer Abdulateef Fadlalla, Muhammed Yahya Saeed, Hiba Hassan S. M. Ali. iclr 2023: [doi]

Evaluating Impact of Emoticons and Pre-processing on Sentiment Classification of Translated African TweetsSaurav Keshari Aryal, Gaurav Adhikari. iclr 2023: [doi]

A Study on Sample Diversity in Generative Models: GANs vs. Diffusion ModelsReza Bayat. iclr 2023: [doi]

Multifactor Sequential Disentanglement via Structured Koopman AutoencodersNimrod Berman, Ilan Naiman, Omri Azencot. iclr 2023: [doi]

Contrastive Learning with 3D ShapesAndrea Bernini. iclr 2023: [doi]

Incorporating Expert Prior Knowledge for Oral Lesion RecognitionCamille Besombes, Adeetya Patel, Sreenath Arekunnath Madathil. iclr 2023: [doi]

Understanding Neural Coding on Latent Manifolds by Sharing Features and Dividing EnsemblesMartin Bjerke, Lukas Schott, Kristopher T. Jensen, Claudia Battistin, David A. Klindt, Benjamin Adric Dunn. iclr 2023: [doi]

Transfer Learning on Kinyarwanda Tweets Sentiment AnalysisRoger Byakunda. iclr 2023: [doi]

Achieve the Minimum Width of Neural Networks for Universal ApproximationYongqiang Cai. iclr 2023: [doi]

CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source CodeNadezhda Chirkova, Sergey Troshin. iclr 2023: [doi]

Cycle to Clique (Cy2C) Graph Neural Network: A Sight to See beyond Neighborhood AggregationYun Young Choi, Sun-Woo Park, Youngho Woo, U. Jin Choi. iclr 2023: [doi]

MARKOVIAN EMBEDDINGS FOR COALITIONAL BARGAINING GAMESLucia Cipolina-Kun. iclr 2023: [doi]

Astroformer: More Data might not be all you need for ClassificationRishit Dagli. iclr 2023: [doi]

Knowledge and Attitude of Medical Students and Doctors towards Artificial Intelligence: A study of University of IlorinAbdulhameed Abiola Dere. iclr 2023: [doi]

EquiMod: An Equivariance Module to Improve Visual Instance DiscriminationAlexandre Devillers, Mathieu Lefort. iclr 2023: [doi]

Contextual bandits with concave rewards, and an application to fair rankingVirginie Do, Elvis Dohmatob, Matteo Pirotta, Alessandro Lazaric, Nicolas Usunier. iclr 2023: [doi]

Whispering Across the Continent: Collecting and Analyzing African Culture Using Community RadiosJoseph Domguia, Guy Adingono Nkama. iclr 2023: [doi]

Real-time variational method for learning neural trajectory and its dynamicsMatthew Dowling, Yuan Zhao 0004, Il Memming Park. iclr 2023: [doi]

Insights into the mechanism behind reusing Teacher's classifier in Knowledge DistillationKinshuk Dua. iclr 2023: [doi]

Federated Learning with Variational AutoencodersHugo Dugdale. iclr 2023: [doi]

RETHINKING POSITIONAL EMBEDDING: A CASE STUDY IN TEMPORAL EVENT SEQUENCE MODELLINGEffat Farhana. iclr 2023: [doi]

BANDIT SAMPLING FOR FASTER NEURAL NETWORK TRAINING WITH SGDVignesh Ganapathiraman, Francisco Javier Calderon, Anila Joshi. iclr 2023: [doi]

Stratospheric Aerosols: Establishing a Novel Optical Thickness Benchmark for Effective Climate Change MitigationMihir Garimella. iclr 2023: [doi]

Theta sequences as eligibility traces: A biological solution to credit assignmentTom George. iclr 2023: [doi]

EDCDE - Extended Discovery of Closed-Form Differential EquationsRobert Joseph George. iclr 2023: [doi]

Training Data Eigenvector Dynamics in the EigenPro Implementation of the Neural Tangent Kernel and Recursive Feature MachinesCyril Gorlla. iclr 2023: [doi]

Train Monolingual, Infer BilingualAlaeddin Selçuk Gürel, Aydin Gerek. iclr 2023: [doi]

Effects of Single-Attribute Control on the Music Generated by FIGARORafik Hachana, Adil Khan. iclr 2023: [doi]

Effect of training fragment length on Transformers in text complexity predictionRafik Hachana, Vladimir V. Ivanov. iclr 2023: [doi]

Data-Free One-Shot Federated Learning Under Very High Statistical HeterogeneityClare Elizabeth Heinbaugh, Emilio Luz-Ricca, Huajie Shao. iclr 2023: [doi]

CausalStructCodec: Causally-aware observational and interventional data generatorLouis Hernandez, Matthieu Boussard. iclr 2023: [doi]

Matching receptor to odorant with protein language and graph neural networksMatej Hladis, Maxence Lalis, Sébastien Fiorucci, Jérémie Topin. iclr 2023: [doi]

Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representationsAli Hummos. iclr 2023: [doi]

A Graph Neural Network Approach to Automated Model Building in Cryo-EM MapsKiarash Jamali, Dari Kimanius, Sjors H. W. Scheres. iclr 2023: [doi]

Group Equivariant Convolutional NetworksMaya Janvier. iclr 2023: [doi]

Semi-supervised Community Detection via Structural Similarity MetricsYicong Jiang, Tracy Ke. iclr 2023: [doi]

On Explaining Neural Network Robustness with Activation PathZiping Jiang. iclr 2023: [doi]

Phase transition for detecting a small community in a large networkJiashun Jin, Zheng Tracy Ke, Paxton Turner, Anru Zhang. iclr 2023: [doi]

Incompatibility Clustering as a Defense Against Backdoor Poisoning AttacksCharles Jin, Melinda Sun, Martin C. Rinard. iclr 2023: [doi]

Human-level Atari 200x fasterSteven Kapturowski, Victor Campos 0001, Ray Jiang, Nemanja Rakicevic, Hado van Hasselt, Charles Blundell, Adrià Puigdomènech Badia. iclr 2023: [doi]

FoSR: First-order spectral rewiring for addressing oversquashing in GNNsKedar Karhadkar, Pradeep Kr. Banerjee, Guido Montúfar. iclr 2023: [doi]

Proactive policing as reinforcement learningDawson Kinsman, Tian An Wong. iclr 2023: [doi]

Limitless Stability for Graph Convolutional NetworksChristian Koke. iclr 2023: [doi]

Analytical solutions for a family of single layer neural network regression problemsSiddharth Krishna Kumar. iclr 2023: [doi]

LEARNING LIGHTWEIGHT STRUCTURE-AWARE EMBEDDINGS FOR PROTEIN SEQUENCESSidharth Lakshmanan, Philip J. Y. Leung, Jeffrey Nivala. iclr 2023: [doi]

StyleMorph: Disentangled 3D-Aware Image Synthesis with a 3D Morphable StyleGANEric-Tuan Le, Edward Bartrum, Iasonas Kokkinos. iclr 2023: [doi]

Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares MinimizationStamatios Lefkimmiatis, Iaroslav Koshelev. iclr 2023: [doi]

Noise Injection Node Regularization for Robust LearningNoam Levi, Itay M. Bloch, Marat Freytsis, Tomer Volansky. iclr 2023: [doi]

Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative ModelsDongzhuo Li. iclr 2023: [doi]

Sleep Deprivation in the Forward-Forward AlgorithmMircea Tudor Lica, David Dinucu-Jianu. iclr 2023: [doi]

CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated LearningSamuel Maddock, Alexandre Sablayrolles, Pierre Stock. iclr 2023: [doi]

Revisiting Populations in multi-agent CommunicationPaul Michel, Mathieu Rita, Kory Wallace Mathewson, Olivier Tieleman, Angeliki Lazaridou. iclr 2023: [doi]

ARTIFICIAL PSYCHOLOGYMubarek Mohammed. iclr 2023: [doi]

Can Arterial Blood Pressure Predict Age? A ConvNet Classification TaskAbdalrhman Mostafa, Nour-Mounira Z. Bakkar, Mohamed Abdelhack, Ahmed F. El-Yazbi. iclr 2023: [doi]

Almost Sure Last Iterate Convergence of Sharpness-Aware MinimizationKyunghun Nam, Jinseok Chung, Namhoon Lee. iclr 2023: [doi]

Scaling Laws for a Multi-Agent Reinforcement Learning ModelOren Neumann, Claudius Gros. iclr 2023: [doi]

Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised LearningZehao Niu, Mihai Anitescu, Jie Chen 0007. iclr 2023: [doi]

Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) ConvolutionsJeremy Ocampo, Matthew A. Price, Jason D. McEwen. iclr 2023: [doi]

Truthful Self-PlayShohei Ohsawa. iclr 2023: [doi]

Deep Variational Implicit ProcessesLuis A. Ortega, Simón Rodríguez Santana, Daniel Hernández-Lobato. iclr 2023: [doi]

MACHINE TRANSLATION BASELINES FOR ARABIC - SWAHILIAsim Awad Osman, Ahmed Emadeldin Almahady, Muhammed Saeed, Hiba Hassan Sayed. iclr 2023: [doi]

Exploring Semantic Variations in GAN Latent Spaces via Matrix FactorizationAndrey Palaev, Rustam A. Lukmanov, Adil Khan. iclr 2023: [doi]

Using vision transformer-based GANs against Vision TransformersAndrei Florin Pamînt, Sergiu Adrian Darabant. iclr 2023: [doi]

Formal Mathematics Statement Curriculum LearningStanislas Polu, Jesse Michael Han, Kunhao Zheng, Mantas Baksys, Igor Babuschkin, Ilya Sutskever. iclr 2023: [doi]

Feature Importance Analysis for Mini Mental Status Score Prediction in Alzheimer's DiseaseHoward Prioleau, Saurav Keshari Aryal. iclr 2023: [doi]

COLLABORATIVE CONCEPT DRIFT DETECTIONBeverly Abadines Quon, Jean-Luc Gaudiot. iclr 2023: [doi]

Tiny Attention: A Simple yet Effective Method for Learning Contextual Word EmbeddingsRenjith P. Ravindran, Narayana Murthy Kavi. iclr 2023: [doi]

Leveraging Large Language Models for Multiple Choice Question AnsweringJoshua Robinson, David Wingate. iclr 2023: [doi]

Model Extraction Attacks on DistilBERTAmro Salman, Ayman Saeed, Khalid N. Elmadani, Sharief Babiker. iclr 2023: [doi]

Zero-Shot Classification Reveals Potential Positive Sentiment Bias in African Languages TranslationsHrishav Sapkota, Saurav Keshari Aryal, Howard Prioleau. iclr 2023: [doi]

Don't fear the unlabelled: safe semi-supervised learning via debiasingHugo Schmutz, Olivier Humbert, Pierre-Alexandre Mattei. iclr 2023: [doi]

Mini-batch k-means terminates within O(d/ϵ) iterationsGregory Schwartzman. iclr 2023: [doi]

Bit-Pruning: A Sparse Multiplication-Less Dot-ProductYusuke Sekikawa, Shingo Yashima. iclr 2023: [doi]

Experimenting with Multimodal AutoML: Detection and Evaluation of Alzheimer's DiseaseUjjawal Shah, Saurav Keshari Aryal. iclr 2023: [doi]

LMC: Fast Training of GNNs via Subgraph Sampling with Provable ConvergenceZhihao Shi, Xize Liang, Jie Wang 0005. iclr 2023: [doi]

Unsupervised Learning for Anomaly Detection: A Comparison of Deep Generative ModelsKitgak Simon. iclr 2023: [doi]

Short-Term Memory ConvolutionsGrzegorz Stefanski, Krzysztof Arendt, Pawel Daniluk, Bartlomiej Jasik, Artur Szumaczuk. iclr 2023: [doi]

Approximation and non-parametric estimation of functions over high-dimensional spheres via deep ReLU networksNamjoon Suh, Tian-Yi Zhou, Xiaoming Huo. iclr 2023: [doi]

Prune and Tune: Improving Efficient Pruning Techniques for Massive Language ModelsAaquib Syed, Phillip Huang Guo, Vijaykaarti Sundarapandiyan. iclr 2023: [doi]

A Change of Heart: Improving Speech Emotion Recognition through Speech-to-Text Modality ConversionZeinab Sadat Taghavi, Ali Satvaty, Hossein Sameti. iclr 2023: [doi]

Geodesic Mode ConnectivityCharlie Tan, Theodore Long, Sarah Zhao, Rudolf Laine. iclr 2023: [doi]

Improving generalization by loss modificationMichael Tetelman. iclr 2023: [doi]

A Brief History of the Speculative Measures for AutonomyMicah Tewers. iclr 2023: [doi]

TRACTABLE LARGE SCALE CALIBRATION WITH RLFadel Thior, Rose Bandolo, Sekou Remy. iclr 2023: [doi]

Artificial Neuronal Ensembles with Learned Context Dependent GatingMatthew J. Tilley, Michelle Miller 0007, David Freedman. iclr 2023: [doi]

AI-based opportunistic analysis of the CT images during COVID (2021): Does living in a metropolitan area affect the vertebral body mineral density in older people?Andrey V. Vlasov, Alexei V. Petraikin. iclr 2023: [doi]

A Self-Attention Ansatz for Ab-initio Quantum ChemistryIngrid von Glehn, James S. Spencer, David Pfau. iclr 2023: [doi]

MaskedFusion360: Reconstruct LiDAR Data by Querying Camera FeaturesRoyden Wagner, Marvin Klemp, Carlos Fernandez Lopez. iclr 2023: [doi]

Learning with Auxiliary Activation for Memory-Efficient TrainingSunghyeon Woo, Dongsuk Jeon. iclr 2023: [doi]

Trading Information between Latents in Hierarchical Variational AutoencodersTim Z. Xiao, Robert Bamler. iclr 2023: [doi]

Resampling Gradients Vanish in Differentiable Sequential Monte Carlo SamplersJohannes Zenn, Robert Bamler. iclr 2023: [doi]

Robust Scheduling with GFlowNetsDavid W. Zhang, Corrado Rainone, Markus Peschl, Roberto Bondesan. iclr 2023: [doi]

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2023

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