Title
Teaching Robots to Build Simulations of Themselves Yuhang Hu Jiong Lin Hod Lipson SSL 81 4 0 20 Nov 2023
Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image Retrieval Junyang Chen Hanjiang Lai VLM 62 15 0 13 Nov 2023
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning Ruihang Lai Junru Shao Siyuan Feng Steven Lyubomirsky Bohan Hou ... Sunghyun Park Prakalp Srivastava Jared Roesch T. Mowry Tianqi Chen 67 9 0 01 Nov 2023
Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction José Daniel Viqueira Daniel Faílde M. M. Juane Andrés Gómez David Mera 47 5 0 31 Oct 2023
Enhancing Low-Order Discontinuous Galerkin Methods with Neural Ordinary Differential Equations for Compressible Navier--Stokes Equations Shinhoo Kang Emil M. Constantinescu AI4CE 38 0 0 29 Oct 2023
DP-SGD with weight clipping Antoine Barczewski Jan Ramon 40 1 0 27 Oct 2023
Gradual Domain Adaptation: Theory and Algorithms Yifei He Haoxiang Wang Bo Li Han Zhao CLL 74 6 0 20 Oct 2023
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data Mouad El Bouchattaoui Myriam Tami Benoit Lepetit P. Cournède CML OOD 88 2 0 16 Oct 2023
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 80 15 0 15 Oct 2023
Dynamic Appearance Particle Neural Radiance Field Ancheng Lin Jun Li Jun Li Mukesh Prasad 38 2 0 11 Oct 2023
Optimal Sequential Decision-Making in Geosteering: A Reinforcement Learning Approach R. B. Muhammad S. Alyaev R. Bratvold 37 4 0 07 Oct 2023
On Continuity of Robust and Accurate Classifiers Ramin Barati Reza Safabakhsh Mohammad Rahmati AAML 37 1 0 29 Sep 2023
Asynchronous Graph Generator Christopher P. Ley Felipe Tobar AI4TS 69 0 0 29 Sep 2023
Graph-level Representation Learning with Joint-Embedding Predictive Architectures Geri Skenderi Hang Li Jiliang Tang Marco Cristani AI4TS GNN 76 3 0 27 Sep 2023
Smooth Exact Gradient Descent Learning in Spiking Neural Networks Christian Klos Raoul-Martin Memmesheimer 74 6 0 25 Sep 2023
Pointing the Way: Refining Radar-Lidar Localization Using Learned ICP Weights Daniil Lisus Johann Laconte Keenan Burnett Ziyu Zhang Timothy D. Barfoot 72 6 0 15 Sep 2023
PILOT: A Pre-Trained Model-Based Continual Learning Toolbox Hai-Long Sun Da-Wei Zhou Han-Jia Ye De-Chuan Zhan CLL 170 29 0 13 Sep 2023
Foundational Policy Acquisition via Multitask Learning for Motor Skill Generation Satoshi Yamamori Jun Morimoto 47 0 0 31 Aug 2023
Optimal Transport-inspired Deep Learning Framework for Slow-Decaying Kolmogorov n-width Problems: Exploiting Sinkhorn Loss and Wasserstein Kernel M. Khamlich F. Pichi G. Rozza 46 4 0 26 Aug 2023
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers Tobias Christian Nauen Sebastián M. Palacio Federico Raue Andreas Dengel 69 4 0 18 Aug 2023
Counting Guidance for High Fidelity Text-to-Image Synthesis Wonjune Kang Kevin Galim H. Koo Nam Ik Cho DiffM 60 9 0 30 Jun 2023
Distributed Random Reshuffling Methods with Improved Convergence Kun-Yen Huang Linli Zhou Shi Pu 65 4 0 21 Jun 2023
FedNoisy: Federated Noisy Label Learning Benchmark Siqi Liang Jintao Huang Junyuan Hong Dun Zeng Jiayu Zhou Zenglin Xu FedML 61 7 0 20 Jun 2023
Naeural AI OS -- Decentralized ubiquitous computing MLOps execution engine Beatrice Milik S. Saraev Cristian Bleotiu Radu Lupaescu 34 0 0 14 Jun 2023
Referring Camouflaged Object Detection Xuying Zhang Bo Yin Zheng Lin Qibin Hou Deng-Ping Fan Ming-Ming Cheng 80 17 0 13 Jun 2023
Transferring Foundation Models for Generalizable Robotic Manipulation Jiange Yang Wenhui Tan Chuhao Jin Keling Yao Bei Liu Jianlong Fu Ruihua Song Gangshan Wu Limin Wang LM&Ro 83 7 0 09 Jun 2023
Spatial Re-parameterization for N:M Sparsity Yuxin Zhang Mingbao Lin Mingliang Xu Mengzhao Chen Chia-Wen Lin 89 2 0 09 Jun 2023
DeepScribe: Localization and Classification of Elamite Cuneiform Signs Via Deep Learning Edward C. Williams Grace Su Sandra R. Schloen Miller C. Prosser Susanne Paulus S.Rohith Krishnan 176 3 0 02 Jun 2023
Learning without Forgetting for Vision-Language Models Da-Wei Zhou Yuanhan Zhang Jingyi Ning Jingyi Ning De-Chuan Zhan De-Chuan Zhan Ziwei Liu VLM CLL 102 41 0 30 May 2023
Emergent representations in networks trained with the Forward-Forward algorithm Niccolo Tosato Lorenzo Basile Emanuele Ballarin Giuseppe de Alteriis Alberto Cazzaniga A. Ansuini 41 9 0 26 May 2023
Generative Adversarial Reduced Order Modelling Dario Coscia N. Demo G. Rozza GAN AI4CE 80 5 0 25 May 2023
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization Florian E. Dorner Nikola Konstantinov Georgi Pashaliev Martin Vechev FedML 51 6 0 25 May 2023
MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation D. Zimny Artur Kasymov Adam Kania Jacek Tabor Maciej Ziȩba Przemysław Spurek Przemysław Spurek 3DV 74 2 0 17 May 2023
Gradient Leakage Defense with Key-Lock Module for Federated Learning Hanchi Ren Jingjing Deng Xianghua Xie Xiaoke Ma Jianfeng Ma FedML 55 2 0 06 May 2023
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems Jason Yik Korneel Van den Berghe Douwe den Blanken Younes Bouhadjar Maxime Fabre ... Fatima Tuz Zohora Charlotte Frenkel Vijay Janapa Reddi Charlotte Frenkel Vijay Janapa Reddi 61 20 0 10 Apr 2023
Self-Supervised Siamese Autoencoders Friederike Baier Sebastian Mair Samuel G. Fadel SSL 57 4 0 05 Apr 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 74 125 0 29 Mar 2023
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs Yunjie He M. Nayyeri Bo Xiong Yuqicheng Zhu Evgeny Kharlamov Steffen Staab 42 2 0 21 Mar 2023
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 76 13 0 15 Mar 2023
FCN+: Global Receptive Convolution Makes FCN Great Again Zhongying Deng Xiaoyu Ren Jin Ye Junjun He Dongxu Yang 83 1 0 08 Mar 2023
Partial Label Learning for Emotion Recognition from EEG Guangyi Zhang Ali Etemad 64 2 0 25 Feb 2023
Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation Rui Zhang Qi Meng Rongchan Zhu Yue Wang Wenlei Shi Shihua Zhang Zhi-Ming Ma Tie-Yan Liu DiffM AI4CE 80 5 0 10 Feb 2023
Online Reinforcement Learning in Non-Stationary Context-Driven Environments Pouya Hamadanian Arash Nasr-Esfahany Malte Schwarzkopf Siddartha Sen MohammadIman Alizadeh CLL OffRL 77 0 0 04 Feb 2023
Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning R. Bettker P. Minini André Grahl Pereira M. Ritt 53 1 0 23 Nov 2022
Normal Transformer: Extracting Surface Geometry from LiDAR Points Enhanced by Visual Semantics Ancheng Lin Jun Yu Li Yusheng Xiang Wei Bian Mukesh Prasad 3DPC ViT 78 2 0 19 Nov 2022
Learning Probabilities of Causation from Finite Population Data Ang Li Song Jiang Yizhou Sun Judea Pearl AI4CE 34 7 0 16 Oct 2022
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge Brielen Madureira David Schlangen 47 4 0 14 Apr 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning Rongzhi Zhang Yue Yu Pranav Shetty Le Song Chao Zhang 58 24 0 18 Mar 2022
A Framework and Benchmark for Deep Batch Active Learning for Regression David Holzmüller Viktor Zaverkin Johannes Kastner Ingo Steinwart UQCV BDL GP 59 34 0 17 Mar 2022
Energy-Latency Attacks via Sponge Poisoning Antonio Emanuele Cinà Ambra Demontis Battista Biggio Fabio Roli Marcello Pelillo SILM 86 29 0 14 Mar 2022