{"total":288,"rows":[{"id":"2111.09832","title":"Merging Models with Fisher-Weighted Averaging","created":"2021-11-18","cited_by_count":621,"area":null},{"id":"2302.04264","title":"Nerfstudio: A Modular Framework for Neural Radiance Field Development","created":"2023-02-08","cited_by_count":600,"area":null},{"id":"2204.14217","title":"CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers","created":"2022-04-28","cited_by_count":307,"area":null},{"id":"2406.07496","title":"TextGrad: Automatic \"Differentiation\" via Text","created":"2024-06-11","cited_by_count":273,"area":null},{"id":"2105.09451","title":"Anabranch Network for Camouflaged Object Segmentation","created":"2021-05-20","cited_by_count":227,"area":null},{"id":"2103.12731","title":"Scaling Local Self-Attention for Parameter Efficient Visual Backbones","created":"2021-03-23","cited_by_count":220,"area":null},{"id":"2312.03718","title":"Large Language Models in Law: A Survey","created":"2023-11-26","cited_by_count":128,"area":null},{"id":"2104.00405","title":"Avalanche: an End-to-End Library for Continual Learning","created":"2021-04-01","cited_by_count":124,"area":null},{"id":"2104.11892","title":"A Survey of Modern Deep Learning based Object Detection Models","created":"2021-04-24","cited_by_count":98,"area":null},{"id":"2104.02133","title":"SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network","created":"2021-04-05","cited_by_count":83,"area":null},{"id":"2302.14017","title":"Full Stack Optimization of Transformer Inference: a Survey","created":"2023-02-27","cited_by_count":80,"area":null},{"id":"2107.00420","title":"CBNet: A Composite Backbone Network Architecture for Object Detection","created":"2021-07-01","cited_by_count":77,"area":null},{"id":"2103.05579","title":"hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices","created":"2021-03-09","cited_by_count":62,"area":null},{"id":"2103.04264","title":"T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification","created":"2021-03-07","cited_by_count":60,"area":"safety"},{"id":"2106.13200","title":"Software for Dataset-wide XAI: From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAy","created":"2021-06-24","cited_by_count":55,"area":null},{"id":"2101.08387","title":"A Survey on Ensemble Learning under the Era of Deep Learning","created":"2021-01-21","cited_by_count":47,"area":null},{"id":"2105.07576","title":"Rethinking \"Batch\" in BatchNorm","created":"2021-05-17","cited_by_count":45,"area":null},{"id":"2101.05108","title":"Fast convolutional neural networks on FPGAs with hls4ml","created":"2021-01-13","cited_by_count":42,"area":null},{"id":"2104.08760","title":"Solving Inefficiency of Self-supervised Representation Learning","created":"2021-04-18","cited_by_count":41,"area":null},{"id":"2105.05720","title":"Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning Workloads","created":"2021-05-12","cited_by_count":40,"area":null},{"id":"2112.08429","title":"Torch.fx: Practical Program Capture and Transformation for Deep Learning in Python","created":"2021-12-15","cited_by_count":40,"area":null},{"id":"2206.09479","title":"StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis","created":"2022-06-19","cited_by_count":38,"area":null},{"id":"2201.08071","title":"Temporal Sentence Grounding in Videos: A Survey and Future Directions","created":"2022-01-20","cited_by_count":37,"area":null},{"id":"2311.12862","title":"TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs","created":"2023-10-25","cited_by_count":36,"area":null},{"id":"2102.07978","title":"A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection","created":"2021-02-16","cited_by_count":34,"area":null},{"id":"2211.16191","title":"SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification","created":"2022-11-28","cited_by_count":34,"area":"mllm"},{"id":"2411.18664","title":"Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling","created":"2024-11-27","cited_by_count":34,"area":"diffusion"},{"id":"2201.12465","title":"Flashlight: Enabling Innovation in Tools for Machine Learning","created":"2022-01-29","cited_by_count":25,"area":null},{"id":"2212.14855","title":"Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces","created":"2022-12-30","cited_by_count":25,"area":null},{"id":"2207.03860","title":"Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain","created":"2022-07-08","cited_by_count":22,"area":null},{"id":"2204.01701","title":"QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration","created":"2022-04-01","cited_by_count":21,"area":null},{"id":"2101.08809","title":"PyGlove: Symbolic Programming for Automated Machine Learning","created":"2021-01-21","cited_by_count":19,"area":null},{"id":"2103.13043","title":"Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications","created":"2021-03-24","cited_by_count":18,"area":null},{"id":"2208.01366","title":"Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess","created":"2022-08-02","cited_by_count":18,"area":null},{"id":"2301.00394","title":"Deep Learning Technique for Human Parsing: A Survey and Outlook","created":"2023-01-01","cited_by_count":18,"area":null},{"id":"2310.14848","title":"Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey","created":"2023-10-23","cited_by_count":18,"area":null},{"id":"2108.08876","title":"Deep Learning-based Spacecraft Relative Navigation Methods: A Survey","created":"2021-08-19","cited_by_count":17,"area":null},{"id":"2301.05219","title":"Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning","created":"2023-01-12","cited_by_count":16,"area":null},{"id":"2406.11836","title":"RetinaGS: Scalable Training for Dense Scene Rendering with Billion-Scale 3D Gaussians","created":"2024-06-17","cited_by_count":16,"area":null},{"id":"2101.08734","title":"Clairvoyant Prefetching for Distributed Machine Learning I/O","created":"2021-01-21","cited_by_count":14,"area":null},{"id":"2101.09014","title":"Personal Fixations-Based Object Segmentation with Object Localization and Boundary Preservation","created":"2021-01-22","cited_by_count":14,"area":null},{"id":"2106.04516","title":"Launchpad: A Programming Model for Distributed Machine Learning Research","created":"2021-06-07","cited_by_count":14,"area":null},{"id":"2110.01388","title":"Neural Network Verification in Control","created":"2021-09-30","cited_by_count":14,"area":null},{"id":"2304.13539","title":"Tensor Decomposition for Model Reduction in Neural Networks: A Review","created":"2023-04-26","cited_by_count":14,"area":null},{"id":"2410.17241","title":"Frontiers in Intelligent Colonoscopy","created":"2024-10-22","cited_by_count":14,"area":null},{"id":"2210.13763","title":"Teal: Learning-Accelerated Optimization of WAN Traffic Engineering","created":"2022-10-25","cited_by_count":13,"area":null},{"id":"2210.12936","title":"Selecting and Composing Learning Rate Policies for Deep Neural Networks","created":"2022-10-24","cited_by_count":12,"area":null},{"id":"2301.12195","title":"BAFFLE: A Baseline of Backpropagation-Free Federated Learning","created":"2023-01-28","cited_by_count":12,"area":null},{"id":"2102.13267","title":"LazyTensor: combining eager execution with domain-specific compilers","created":"2021-02-26","cited_by_count":11,"area":null},{"id":"2103.07470","title":"Understanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers","created":"2021-03-15","cited_by_count":11,"area":null},{"id":"2103.13873","title":"Inferring Latent Domains for Unsupervised Deep Domain Adaptation","created":"2021-03-25","cited_by_count":11,"area":null},{"id":"2106.08523","title":"ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning","created":"2021-06-16","cited_by_count":11,"area":null},{"id":"2110.05044","title":"Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques","created":"2021-10-11","cited_by_count":11,"area":null},{"id":"2204.01614","title":"MetaAID: A Flexible Framework for Developing Metaverse Applications via AI Technology and Human Editing","created":"2022-04-04","cited_by_count":11,"area":null},{"id":"2302.06117","title":"The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment","created":"2023-02-13","cited_by_count":11,"area":null},{"id":"2311.13028","title":"DMLR: Data-centric Machine Learning Research -- Past, Present and Future","created":"2023-11-21","cited_by_count":11,"area":null},{"id":"2101.06040","title":"Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks","created":"2021-01-15","cited_by_count":10,"area":null},{"id":"2102.05011","title":"Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances","created":"2021-02-09","cited_by_count":10,"area":null},{"id":"2104.04241","title":"Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key","created":"2021-04-09","cited_by_count":10,"area":null},{"id":"2105.01585","title":"HASCO: Towards Agile HArdware and Software CO-design for Tensor Computation","created":"2021-05-04","cited_by_count":10,"area":null},{"id":"2201.07821","title":"Building a Performance Model for Deep Learning Recommendation Model Training on GPUs","created":"2022-01-19","cited_by_count":10,"area":null},{"id":"2203.07341","title":"Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis","created":"2022-03-14","cited_by_count":10,"area":null},{"id":"2307.14512","title":"Bug Characterization in Machine Learning-based Systems","created":"2023-07-26","cited_by_count":10,"area":null},{"id":"2101.12100","title":"Increasing the Confidence of Deep Neural Networks by Coverage Analysis","created":"2021-01-28","cited_by_count":9,"area":null},{"id":"2110.06635","title":"ADOP: Approximate Differentiable One-Pixel Point Rendering","created":"2021-10-13","cited_by_count":9,"area":null},{"id":"2209.14155","title":"Automatic Analysis of Available Source Code of Top Artificial Intelligence Conference Papers","created":"2022-09-28","cited_by_count":9,"area":null},{"id":"2210.00108","title":"ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks","created":"2022-09-30","cited_by_count":9,"area":null},{"id":"2307.00285","title":"Assembled-OpenML: Creating Efficient Benchmarks for Ensembles in AutoML with OpenML","created":"2023-07-01","cited_by_count":9,"area":null},{"id":"2307.04963","title":"DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization","created":"2023-07-11","cited_by_count":9,"area":null},{"id":"2103.01721","title":"On the Generalisation Capabilities of Fisher Vector based Face Presentation Attack Detection","created":"2021-03-02","cited_by_count":8,"area":null},{"id":"2104.00805","title":"Memorability: An image-computable measure of information utility","created":"2021-04-01","cited_by_count":8,"area":null},{"id":"2111.09562","title":"COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression","created":"2021-11-18","cited_by_count":8,"area":null},{"id":"2201.04027","title":"Representing Videos as Discriminative Sub-graphs for Action Recognition","created":"2022-01-11","cited_by_count":8,"area":null},{"id":"2201.10369","title":"Winograd Convolution for Deep Neural Networks: Efficient Point Selection","created":"2022-01-25","cited_by_count":8,"area":null},{"id":"2204.11341","title":"Deep Learning for Medical Image Registration: A Comprehensive Review","created":"2022-04-24","cited_by_count":8,"area":null},{"id":"2305.09141","title":"Deep Ensembling for Perceptual Image Quality Assessment","created":"2023-05-16","cited_by_count":8,"area":null},{"id":"2308.09305","title":"Human Part-wise 3D Motion Context Learning for Sign Language Recognition","created":"2023-08-18","cited_by_count":8,"area":null},{"id":"2102.00381","title":"A Unified Light Framework for Real-time Fault Detection of Freight Train Images","created":"2021-01-31","cited_by_count":7,"area":null},{"id":"2102.06725","title":"Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives","created":"2021-02-12","cited_by_count":7,"area":null},{"id":"2206.02051","title":"Fast and Accurate Error Simulation for CNNs against Soft Errors","created":"2022-06-04","cited_by_count":7,"area":null},{"id":"2206.09149","title":"Piecewise Linear Neural Networks and Deep Learning","created":"2022-06-18","cited_by_count":7,"area":null},{"id":"2210.04024","title":"Demand Layering for Real-Time DNN Inference with Minimized Memory Usage","created":"2022-10-08","cited_by_count":7,"area":null},{"id":"2311.08844","title":"Violet: A Vision-Language Model for Arabic Image Captioning with Gemini Decoder","created":"2023-11-15","cited_by_count":7,"area":"mllm"},{"id":"2101.07299","title":"Diagnostic Captioning: A Survey","created":"2021-01-18","cited_by_count":6,"area":null},{"id":"2102.02886","title":"Ivy: Templated Deep Learning for Inter-Framework Portability","created":"2021-02-04","cited_by_count":6,"area":null},{"id":"2106.06927","title":"Inverting Adversarially Robust Networks for Image Synthesis","created":"2021-06-13","cited_by_count":6,"area":null},{"id":"2107.03096","title":"R2F: A Remote Retraining Framework for AIoT Processors with Computing Errors","created":"2021-07-07","cited_by_count":6,"area":null},{"id":"2205.05180","title":"Massively Digitized Power Grid: Opportunities and Challenges of Use-inspired AI","created":"2022-05-10","cited_by_count":6,"area":null},{"id":"2205.14923","title":"Unbalanced CO-Optimal Transport","created":"2022-05-30","cited_by_count":6,"area":null},{"id":"2402.05493","title":"Investigating White-Box Attacks for On-Device Models","created":"2024-02-08","cited_by_count":6,"area":null},{"id":"2404.19043","title":"Improving Interpretability of Deep Active Learning for Flood Inundation Mapping Through Class Ambiguity Indices Using Multi-spectral Satellite Imagery","created":"2024-04-29","cited_by_count":6,"area":null},{"id":"2410.19488","title":"MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset","created":"2024-10-25","cited_by_count":6,"area":null},{"id":"2201.04023","title":"Boosting Video Representation Learning with Multi-Faceted Integration","created":"2022-01-11","cited_by_count":5,"area":null},{"id":"2206.04688","title":"A New Frontier of AI: On-Device AI Training and Personalization","created":"2022-06-09","cited_by_count":5,"area":null},{"id":"2207.00118","title":"ProSelfLC: Progressive Self Label Correction Towards A Low-Temperature Entropy State","created":"2022-06-30","cited_by_count":5,"area":null},{"id":"2211.14522","title":"Visual Fault Detection of Multi-scale Key Components in Freight Trains","created":"2022-11-26","cited_by_count":5,"area":null},{"id":"2301.07329","title":"Deep Dynamic Scene Deblurring from Optical Flow","created":"2023-01-18","cited_by_count":5,"area":null},{"id":"2308.05869","title":"Shared Memory-contention-aware Concurrent DNN Execution for Diversely Heterogeneous System-on-Chips","created":"2023-08-10","cited_by_count":5,"area":null},{"id":"2309.14053","title":"Revisiting LARS for Large Batch Training Generalization of Neural Networks","created":"2023-09-25","cited_by_count":5,"area":null},{"id":"2402.03480","title":"Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision","created":"2024-02-05","cited_by_count":5,"area":null}],"next_cursor":"100"}