{"total":219,"rows":[{"id":"2308.07633","title":"A Survey on Model Compression for Large Language Models","created":"2023-08-15","cited_by_count":269,"area":null},{"id":"2207.03482","title":"Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection","created":"2022-07-07","cited_by_count":146,"area":null},{"id":"2310.13018","title":"Getting aligned on representational alignment","created":"2023-10-18","cited_by_count":143,"area":null},{"id":"2210.06707","title":"Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer","created":"2022-10-13","cited_by_count":108,"area":null},{"id":"2309.15698","title":"Deep Model Fusion: A Survey","created":"2023-09-27","cited_by_count":91,"area":null},{"id":"2104.00232","title":"Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition","created":"2021-04-01","cited_by_count":89,"area":null},{"id":"2204.10939","title":"Unified Pretraining Framework for Document Understanding","created":"2022-04-22","cited_by_count":85,"area":null},{"id":"2203.09905","title":"Learning Affordance Grounding from Exocentric Images","created":"2022-03-18","cited_by_count":82,"area":null},{"id":"2203.06390","title":"BiBERT: Accurate Fully Binarized BERT","created":"2022-03-12","cited_by_count":73,"area":null},{"id":"2203.17261","title":"R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis","created":"2022-03-31","cited_by_count":69,"area":null},{"id":"2212.06152","title":"Accelerating Dataset Distillation via Model Augmentation","created":"2022-12-12","cited_by_count":62,"area":null},{"id":"2110.06923","title":"Object DGCNN: 3D Object Detection using Dynamic Graphs","created":"2021-10-13","cited_by_count":58,"area":null},{"id":"2103.12462","title":"Lifelong Person Re-Identification via Adaptive Knowledge Accumulation","created":"2021-03-23","cited_by_count":57,"area":null},{"id":"2109.11369","title":"Recent Advances of Continual Learning in Computer Vision: An Overview","created":"2021-09-23","cited_by_count":55,"area":null},{"id":"2203.14956","title":"LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection","created":"2022-03-28","cited_by_count":55,"area":null},{"id":"2111.05193","title":"A Survey on Green Deep Learning","created":"2021-11-08","cited_by_count":52,"area":null},{"id":"2205.05676","title":"Revisiting Random Channel Pruning for Neural Network Compression","created":"2022-05-11","cited_by_count":50,"area":null},{"id":"2106.12378","title":"Co-advise: Cross Inductive Bias Distillation","created":"2021-06-23","cited_by_count":40,"area":null},{"id":"2205.05675","title":"NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results","created":"2022-05-11","cited_by_count":40,"area":null},{"id":"2304.08028","title":"MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning","created":"2023-04-17","cited_by_count":40,"area":null},{"id":"2403.19076","title":"Tiny Machine Learning: Progress and Futures","created":"2024-03-28","cited_by_count":40,"area":null},{"id":"2111.06061","title":"Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI","created":"2021-11-11","cited_by_count":39,"area":null},{"id":"2208.11148","title":"Multi-domain Learning for Updating Face Anti-spoofing Models","created":"2022-08-23","cited_by_count":39,"area":null},{"id":"2210.05801","title":"Linkless Link Prediction via Relational Distillation","created":"2022-10-11","cited_by_count":39,"area":null},{"id":"2101.08467","title":"CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification","created":"2021-01-21","cited_by_count":38,"area":null},{"id":"2208.12448","title":"CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation","created":"2022-08-26","cited_by_count":38,"area":null},{"id":"2212.13979","title":"TiG-BEV: Multi-view BEV 3D Object Detection via Target Inner-Geometry Learning","created":"2022-12-28","cited_by_count":37,"area":null},{"id":"2207.10026","title":"Locality Guidance for Improving Vision Transformers on Tiny Datasets","created":"2022-07-20","cited_by_count":33,"area":null},{"id":"2104.10602","title":"Visualizing Adapted Knowledge in Domain Transfer","created":"2021-04-20","cited_by_count":32,"area":null},{"id":"2109.00946","title":"Adversarial Robustness for Unsupervised Domain Adaptation","created":"2021-09-02","cited_by_count":24,"area":null},{"id":"2404.04936","title":"Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models","created":"2024-04-07","cited_by_count":24,"area":null},{"id":"2204.11830","title":"Proto2Proto: Can you recognize the car, the way I do?","created":"2022-04-25","cited_by_count":23,"area":null},{"id":"2308.06217","title":"Continual Face Forgery Detection via Historical Distribution Preserving","created":"2023-08-11","cited_by_count":23,"area":null},{"id":"2201.06227","title":"Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing","created":"2022-01-17","cited_by_count":22,"area":null},{"id":"2206.14971","title":"Boosting 3D Object Detection by Simulating Multimodality on Point Clouds","created":"2022-06-30","cited_by_count":22,"area":null},{"id":"2504.09228","title":"Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking","created":"2025-04-12","cited_by_count":22,"area":null},{"id":"2304.14122","title":"Deeply-Coupled Convolution-Transformer with Spatial-temporal Complementary Learning for Video-based Person Re-identification","created":"2023-04-27","cited_by_count":21,"area":null},{"id":"2207.05306","title":"Contrastive Deep Supervision","created":"2022-07-12","cited_by_count":20,"area":null},{"id":"2107.08591","title":"Double Similarity Distillation for Semantic Image Segmentation","created":"2021-07-19","cited_by_count":19,"area":null},{"id":"2302.14771","title":"Generic-to-Specific Distillation of Masked Autoencoders","created":"2023-02-28","cited_by_count":19,"area":null},{"id":"2308.12558","title":"Hyperbolic Audio-visual Zero-shot Learning","created":"2023-08-24","cited_by_count":19,"area":null},{"id":"2104.05706","title":"Towards Efficient Graph Convolutional Networks for Point Cloud Handling","created":"2021-04-12","cited_by_count":18,"area":null},{"id":"2108.09702","title":"Self-Regulation for Semantic Segmentation","created":"2021-08-22","cited_by_count":18,"area":null},{"id":"2307.00331","title":"Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision","created":"2023-07-01","cited_by_count":17,"area":null},{"id":"2402.00422","title":"Lightweight Pixel Difference Networks for Efficient Visual Representation Learning","created":"2024-02-01","cited_by_count":17,"area":null},{"id":"2403.09192","title":"PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation","created":"2024-03-14","cited_by_count":17,"area":null},{"id":"2411.02793","title":"Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning","created":"2024-11-05","cited_by_count":16,"area":null},{"id":"2208.03767","title":"Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer","created":"2022-08-07","cited_by_count":15,"area":null},{"id":"2404.08564","title":"Federated Distillation: A Survey","created":"2024-04-02","cited_by_count":15,"area":null},{"id":"2104.11939","title":"Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation","created":"2021-04-24","cited_by_count":14,"area":null},{"id":"2207.06540","title":"Lipschitz Continuity Retained Binary Neural Network","created":"2022-07-13","cited_by_count":14,"area":null},{"id":"2208.10010","title":"NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs","created":"2022-08-22","cited_by_count":14,"area":null},{"id":"2304.14271","title":"A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services","created":"2023-04-13","cited_by_count":14,"area":null},{"id":"2308.13998","title":"Computation-efficient Deep Learning for Computer Vision: A Survey","created":"2023-08-27","cited_by_count":14,"area":null},{"id":"2310.01128","title":"Disentangling Voice and Content with Self-Supervision for Speaker Recognition","created":"2023-10-02","cited_by_count":13,"area":null},{"id":"2206.00809","title":"Distilling Knowledge from Object Classification to Aesthetics Assessment","created":"2022-06-02","cited_by_count":12,"area":null},{"id":"2206.05184","title":"SERE: Exploring Feature Self-relation for Self-supervised Transformer","created":"2022-06-10","cited_by_count":12,"area":null},{"id":"2407.04208","title":"AMD: Automatic Multi-step Distillation of Large-scale Vision Models","created":"2024-07-05","cited_by_count":12,"area":null},{"id":"2412.17842","title":"Canine EEG Helps Human: Cross-Species and Cross-Modality Epileptic Seizure Detection via Multi-Space Alignment","created":"2024-12-18","cited_by_count":11,"area":null},{"id":"2208.07978","title":"Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion","created":"2022-08-16","cited_by_count":10,"area":null},{"id":"2208.08840","title":"Mind the Gap in Distilling StyleGANs","created":"2022-08-18","cited_by_count":10,"area":null},{"id":"2104.03618","title":"MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data","created":"2021-04-08","cited_by_count":9,"area":null},{"id":"2111.05073","title":"MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps","created":"2021-11-09","cited_by_count":9,"area":null},{"id":"2306.14662","title":"Cross Architecture Distillation for Face Recognition","created":"2023-06-26","cited_by_count":9,"area":null},{"id":"2308.12712","title":"Ground-to-Aerial Person Search: Benchmark Dataset and Approach","created":"2023-08-24","cited_by_count":9,"area":null},{"id":"2105.00104","title":"Distilling EEG Representations via Capsules for Affective Computing","created":"2021-04-30","cited_by_count":8,"area":null},{"id":"2108.05045","title":"Semi-Supervised Domain Generalizable Person Re-Identification","created":"2021-08-11","cited_by_count":8,"area":null},{"id":"2203.09824","title":"Cross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?","created":"2022-03-18","cited_by_count":8,"area":null},{"id":"2204.05502","title":"CoupleFace: Relation Matters for Face Recognition Distillation","created":"2022-04-12","cited_by_count":8,"area":null},{"id":"2407.07557","title":"Real World Federated Learning with a Knowledge Distilled Transformer for Cardiac CT Imaging","created":"2024-07-10","cited_by_count":8,"area":null},{"id":"2112.00725","title":"The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image","created":"2021-12-01","cited_by_count":7,"area":null},{"id":"2203.08667","title":"Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation","created":"2022-03-16","cited_by_count":7,"area":null},{"id":"2208.10367","title":"Multi-View Attention Transfer for Efficient Speech Enhancement","created":"2022-08-22","cited_by_count":7,"area":null},{"id":"2303.05780","title":"TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification","created":"2023-03-10","cited_by_count":7,"area":null},{"id":"2309.09730","title":"Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency","created":"2023-09-18","cited_by_count":7,"area":null},{"id":"2410.15143","title":"Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling","created":"2024-10-19","cited_by_count":7,"area":null},{"id":"2507.21778","title":"AU-LLM: Micro-Expression Action Unit Detection via Enhanced LLM-Based Feature Fusion","created":"2025-07-29","cited_by_count":7,"area":null},{"id":"2103.11083","title":"Compacting Deep Neural Networks for Internet of Things: Methods and Applications","created":"2021-03-20","cited_by_count":6,"area":null},{"id":"2107.13279","title":"Pseudo-LiDAR Based Road Detection","created":"2021-07-28","cited_by_count":6,"area":null},{"id":"2110.14553","title":"GenURL: A General Framework for Unsupervised Representation Learning","created":"2021-10-27","cited_by_count":6,"area":null},{"id":"2204.01971","title":"Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation","created":"2022-04-05","cited_by_count":6,"area":null},{"id":"2206.05708","title":"Narrowing the Gap: Improved Detector Training with Noisy Location Annotations","created":"2022-06-12","cited_by_count":6,"area":null},{"id":"2207.01030","title":"Boosting Single-Frame 3D Object Detection by Simulating Multi-Frame Point Clouds","created":"2022-07-03","cited_by_count":6,"area":null},{"id":"2208.08090","title":"Progressive Cross-modal Knowledge Distillation for Human Action Recognition","created":"2022-08-17","cited_by_count":6,"area":null},{"id":"2309.13682","title":"Causal-DFQ: Causality Guided Data-free Network Quantization","created":"2023-09-24","cited_by_count":6,"area":null},{"id":"2406.10501","title":"Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition","created":"2024-06-15","cited_by_count":6,"area":null},{"id":"2502.17821","title":"CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems","created":"2025-02-25","cited_by_count":6,"area":null},{"id":"2202.01944","title":"Learning Representation from Neural Fisher Kernel with Low-rank Approximation","created":"2022-02-04","cited_by_count":5,"area":null},{"id":"2203.06468","title":"Unsupervised Lifelong Person Re-identification via Contrastive Rehearsal","created":"2022-03-12","cited_by_count":5,"area":null},{"id":"2210.09922","title":"Few-Shot Learning of Compact Models via Task-Specific Meta Distillation","created":"2022-10-18","cited_by_count":5,"area":null},{"id":"2403.16003","title":"Diverse Representation Embedding for Lifelong Person Re-Identification","created":"2024-03-24","cited_by_count":5,"area":null},{"id":"2404.17184","title":"Low-Rank Knowledge Decomposition for Medical Foundation Models","created":"2024-04-26","cited_by_count":5,"area":null},{"id":"2405.16858","title":"Estimating Depth of Monocular Panoramic Image with Teacher-Student Model Fusing Equirectangular and Spherical Representations","created":"2024-05-27","cited_by_count":5,"area":null},{"id":"2407.06504","title":"Reprogramming Distillation for Medical Foundation Models","created":"2024-07-09","cited_by_count":5,"area":null},{"id":"2410.16255","title":"Revisiting Deep Feature Reconstruction for Logical and Structural Industrial Anomaly Detection","created":"2024-10-21","cited_by_count":5,"area":null},{"id":"2102.06603","title":"Semantically-Conditioned Negative Samples for Efficient Contrastive Learning","created":"2021-02-12","cited_by_count":4,"area":null},{"id":"2204.11444","title":"Boosting Pruned Networks with Linear Over-parameterization","created":"2022-04-25","cited_by_count":4,"area":null},{"id":"2208.01302","title":"Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction","created":"2022-08-02","cited_by_count":4,"area":null},{"id":"2211.01796","title":"Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning","created":"2022-11-02","cited_by_count":4,"area":null},{"id":"2309.08204","title":"One-stage Modality Distillation for Incomplete Multimodal Learning","created":"2023-09-15","cited_by_count":4,"area":null}],"next_cursor":"100"}