{"total":116,"rows":[{"id":"2207.04397","title":"2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds","created":"2022-07-10","cited_by_count":158,"area":null},{"id":"2106.04538","title":"What Makes Multi-modal Learning Better than Single (Provably)","created":"2021-06-08","cited_by_count":153,"area":null},{"id":"2203.16258","title":"Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data","created":"2022-03-30","cited_by_count":126,"area":null},{"id":"2203.12221","title":"Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably)","created":"2022-03-23","cited_by_count":122,"area":null},{"id":"2111.13260","title":"NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes","created":"2021-11-25","cited_by_count":119,"area":null},{"id":"2104.07905","title":"Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos","created":"2021-04-16","cited_by_count":99,"area":null},{"id":"2103.16553","title":"Thinking Fast and Slow: Efficient Text-to-Visual Retrieval with Transformers","created":"2021-03-30","cited_by_count":93,"area":null},{"id":"2105.13502","title":"Unsupervised Domain Adaptation of Object Detectors: A Survey","created":"2021-05-27","cited_by_count":93,"area":null},{"id":"2204.00679","title":"Learning Audio-Video Modalities from Image Captions","created":"2022-04-01","cited_by_count":80,"area":null},{"id":"2301.10222","title":"RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving","created":"2023-01-24","cited_by_count":76,"area":null},{"id":"2108.08258","title":"LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector","created":"2021-08-18","cited_by_count":70,"area":null},{"id":"2201.10830","title":"MonoDistill: Learning Spatial Features for Monocular 3D Object Detection","created":"2022-01-26","cited_by_count":68,"area":null},{"id":"2110.11325","title":"Learning 3D Semantic Segmentation with only 2D Image Supervision","created":"2021-10-21","cited_by_count":60,"area":null},{"id":"2101.00443","title":"Semantics for Robotic Mapping, Perception and Interaction: A Survey","created":"2021-01-02","cited_by_count":56,"area":null},{"id":"2104.10955","title":"Distilling Audio-Visual Knowledge by Compositional Contrastive Learning","created":"2021-04-22","cited_by_count":53,"area":null},{"id":"2305.01233","title":"On Uni-Modal Feature Learning in Supervised Multi-Modal Learning","created":"2023-05-02","cited_by_count":53,"area":null},{"id":"2104.02243","title":"3D-to-2D Distillation for Indoor Scene Parsing","created":"2021-04-06","cited_by_count":48,"area":null},{"id":"2210.04505","title":"A Survey on Heterogeneous Federated Learning","created":"2022-10-10","cited_by_count":42,"area":null},{"id":"2101.07253","title":"Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation","created":"2021-01-18","cited_by_count":40,"area":null},{"id":"2104.00679","title":"A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification","created":"2021-04-01","cited_by_count":36,"area":null},{"id":"2104.04687","title":"Learning from 2D: Contrastive Pixel-to-Point Knowledge Transfer for 3D Pretraining","created":"2021-04-10","cited_by_count":33,"area":null},{"id":"2109.01801","title":"Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation","created":"2021-09-04","cited_by_count":32,"area":null},{"id":"2301.02217","title":"EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding","created":"2023-01-05","cited_by_count":32,"area":null},{"id":"2204.11573","title":"Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing","created":"2022-04-25","cited_by_count":29,"area":null},{"id":"2405.17419","title":"MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities","created":"2024-05-27","cited_by_count":28,"area":null},{"id":"2412.12225","title":"DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis","created":"2024-12-16","cited_by_count":27,"area":null},{"id":"2312.08367","title":"ViLA: Efficient Video-Language Alignment for Video Question Answering","created":"2023-12-13","cited_by_count":23,"area":null},{"id":"2403.14082","title":"EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition","created":"2024-03-21","cited_by_count":23,"area":null},{"id":"2405.16108","title":"OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All","created":"2024-05-25","cited_by_count":20,"area":null},{"id":"2104.02488","title":"Weakly supervised segmentation with cross-modality equivariant constraints","created":"2021-04-06","cited_by_count":18,"area":null},{"id":"2105.09907","title":"Joint Face Image Restoration and Frontalization for Recognition","created":"2021-05-12","cited_by_count":18,"area":null},{"id":"2105.12049","title":"Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs","created":"2021-05-25","cited_by_count":18,"area":null},{"id":"2209.04027","title":"Cross-Modal Knowledge Transfer Without Task-Relevant Source Data","created":"2022-09-08","cited_by_count":17,"area":null},{"id":"2407.01518","title":"Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision","created":"2024-07-01","cited_by_count":16,"area":null},{"id":"2412.11276","title":"Wearable Accelerometer Foundation Models for Health via Knowledge Distillation","created":"2024-12-15","cited_by_count":16,"area":null},{"id":"2112.07383","title":"Improving Human-Object Interaction Detection via Phrase Learning and Label Composition","created":"2021-12-14","cited_by_count":15,"area":null},{"id":"2207.02375","title":"3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching","created":"2022-07-06","cited_by_count":14,"area":null},{"id":"2306.00595","title":"Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective","created":"2023-06-01","cited_by_count":14,"area":null},{"id":"2212.00937","title":"StructVPR: Distill Structural Knowledge with Weighting Samples for Visual Place Recognition","created":"2022-12-02","cited_by_count":13,"area":null},{"id":"2305.11427","title":"RGB-D And Thermal Sensor Fusion: A Systematic Literature Review","created":"2023-05-19","cited_by_count":13,"area":null},{"id":"2207.02437","title":"Complementary Bi-directional Feature Compression for Indoor 360{\\deg} Semantic Segmentation with Self-distillation","created":"2022-07-06","cited_by_count":12,"area":null},{"id":"2309.17336","title":"Robust 3D Object Detection from LiDAR-Radar Point Clouds via Cross-Modal Feature Augmentation","created":"2023-09-29","cited_by_count":12,"area":null},{"id":"2401.12987","title":"TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation","created":"2024-01-16","cited_by_count":12,"area":null},{"id":"2408.09085","title":"Segment Anything with Multiple Modalities","created":"2024-08-17","cited_by_count":12,"area":null},{"id":"2204.03039","title":"DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors","created":"2022-04-06","cited_by_count":10,"area":null},{"id":"2302.09789","title":"Self-Supervised Monocular Depth Estimation with Self-Reference Distillation and Disparity Offset Refinement","created":"2023-02-20","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":"2412.09402","title":"MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images","created":"2024-12-12","cited_by_count":9,"area":null},{"id":"2210.15904","title":"Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis","created":"2022-10-28","cited_by_count":8,"area":null},{"id":"2304.03105","title":"Geometric-aware Pretraining for Vision-centric 3D Object Detection","created":"2023-04-06","cited_by_count":8,"area":null},{"id":"2406.18864","title":"Learning Modality Knowledge Alignment for Cross-Modality Transfer","created":"2024-06-27","cited_by_count":8,"area":null},{"id":"2202.01107","title":"Keyword localisation in untranscribed speech using visually grounded speech models","created":"2022-02-02","cited_by_count":7,"area":null},{"id":"2308.15846","title":"Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection","created":"2023-08-30","cited_by_count":7,"area":null},{"id":"2406.09390","title":"LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living","created":"2024-06-13","cited_by_count":7,"area":null},{"id":"2102.05607","title":"Exploiting Depth Information for Wildlife Monitoring","created":"2021-02-10","cited_by_count":6,"area":null},{"id":"2103.14672","title":"Multi-Modal RGB-D Scene Recognition Across Domains","created":"2021-03-26","cited_by_count":5,"area":null},{"id":"2312.16222","title":"Segment Any Events via Weighted Adaptation of Pivotal Tokens","created":"2023-12-24","cited_by_count":5,"area":null},{"id":"2404.08263","title":"Relational Prompt-based Pre-trained Language Models for Social Event Detection","created":"2024-04-12","cited_by_count":5,"area":null},{"id":"2501.15014","title":"On Accelerating Edge AI: Optimizing Resource-Constrained Environments","created":"2025-01-25","cited_by_count":5,"area":null},{"id":"2603.09385","title":"EventVGGT: Exploring Cross-Modal Distillation for Consistent Event-based Depth Estimation","created":"2026-03-10","cited_by_count":5,"area":null},{"id":"2112.05533","title":"Error Diagnosis of Deep Monocular Depth Estimation Models","created":"2021-11-15","cited_by_count":4,"area":null},{"id":"2308.11185","title":"MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation","created":"2023-08-22","cited_by_count":4,"area":null},{"id":"2401.05014","title":"Source-Free Cross-Modal Knowledge Transfer by Unleashing the Potential of Task-Irrelevant Data","created":"2024-01-10","cited_by_count":4,"area":null},{"id":"2506.21080","title":"EgoAdapt: Adaptive Multisensory Distillation and Policy Learning for Efficient Egocentric Perception","created":"2025-06-26","cited_by_count":4,"area":null},{"id":"2104.10299","title":"Voice2Mesh: Cross-Modal 3D Face Model Generation from Voices","created":"2021-04-21","cited_by_count":3,"area":null},{"id":"2112.00729","title":"Total-Body Low-Dose CT Image Denoising using Prior Knowledge Transfer Technique with Contrastive Regularization Mechanism","created":"2021-12-01","cited_by_count":3,"area":null},{"id":"2309.13446","title":"Video Timeline Modeling For News Story Understanding","created":"2023-09-23","cited_by_count":3,"area":null},{"id":"2409.05564","title":"LEROjD: Lidar Extended Radar-Only Object Detection","created":"2024-09-09","cited_by_count":3,"area":null},{"id":"2503.06601","title":"StructVPR++: Distill Structural and Semantic Knowledge with Weighting Samples for Visual Place Recognition","created":"2025-03-09","cited_by_count":3,"area":null},{"id":"2509.16170","title":"UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation","created":"2025-09-19","cited_by_count":3,"area":null},{"id":"2107.07985","title":"Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation","created":"2021-07-16","cited_by_count":2,"area":null},{"id":"2109.05485","title":"Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition","created":"2021-09-12","cited_by_count":2,"area":null},{"id":"2310.09461","title":"MAC: ModAlity Calibration for Object Detection","created":"2023-10-14","cited_by_count":2,"area":null},{"id":"2401.04903","title":"SnapCap: Efficient Snapshot Compressive Video Captioning","created":"2024-01-10","cited_by_count":2,"area":null},{"id":"2406.07133","title":"Translating speech with just images","created":"2024-06-11","cited_by_count":2,"area":null},{"id":"2408.13733","title":"Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities","created":"2024-08-25","cited_by_count":2,"area":null},{"id":"2507.16296","title":"Cross-Modal Distillation For Widely Differing Modalities","created":"2025-07-22","cited_by_count":2,"area":null},{"id":"2102.08556","title":"Deep cross-modality (MR-CT) educed distillation learning for cone beam CT lung tumor segmentation","created":"2021-02-17","cited_by_count":1,"area":null},{"id":"2105.11705","title":"SBEVNet: End-to-End Deep Stereo Layout Estimation","created":"2021-05-25","cited_by_count":1,"area":null},{"id":"2308.08125","title":"Radio2Text: Streaming Speech Recognition Using mmWave Radio Signals","created":"2023-08-16","cited_by_count":1,"area":null},{"id":"2405.03355","title":"A Generalization Theory of Cross-Modality Distillation with Contrastive Learning","created":"2024-05-06","cited_by_count":1,"area":null},{"id":"2408.08250","title":"Computer Vision Model Compression Techniques for Embedded Systems: A Survey","created":"2024-08-15","cited_by_count":1,"area":null},{"id":"2409.12778","title":"EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition","created":"2024-09-19","cited_by_count":1,"area":null},{"id":"2506.23227","title":"High-quality Pseudo-labeling for Point Cloud Segmentation with Scene-level Annotation","created":"2025-06-29","cited_by_count":1,"area":null},{"id":"2510.02276","title":"BioX-Bridge: Model Bridging for Unsupervised Cross-Modal Knowledge Transfer across Biosignals","created":"2025-10-02","cited_by_count":1,"area":null},{"id":"2511.12870","title":"View-aware Cross-modal Distillation for Multi-view Action Recognition","created":"2025-11-17","cited_by_count":1,"area":null},{"id":"2602.04260","title":"Decoupled Hierarchical Distillation for Multimodal Emotion Recognition","created":"2026-02-04","cited_by_count":1,"area":null},{"id":"2606.28089","title":"RPM-Distill: Physiology-guided Adaptive Cross-modal Distillation for Robust Remote Physiological Measurement","created":"2026-06-26","cited_by_count":1,"area":null},{"id":"2108.03329","title":"Feature-Supervised Action Modality Transfer","created":"2021-08-06","cited_by_count":0,"area":null},{"id":"2211.13309","title":"How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning?","created":"2022-11-23","cited_by_count":0,"area":null},{"id":"2304.07967","title":"360$^\\circ$ High-Resolution Depth Estimation via Uncertainty-aware Structural Knowledge Transfer","created":"2023-04-17","cited_by_count":0,"area":null},{"id":"2308.10019","title":"Dissecting RGB-D Learning for Improved Multi-modal Fusion","created":"2023-08-19","cited_by_count":0,"area":null},{"id":"2309.04062","title":"3D Denoisers are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation","created":"2023-09-08","cited_by_count":0,"area":null},{"id":"2310.00342","title":"RBF Weighted Hyper-Involution for RGB-D Object Detection","created":"2023-09-30","cited_by_count":0,"area":null},{"id":"2411.15611","title":"If you can describe it, they can see it: Cross-Modal Learning of Visual Concepts from Textual Descriptions","created":"2024-11-23","cited_by_count":0,"area":null},{"id":"2412.06003","title":"Enhancing Content Representation for AR Image Quality Assessment Using Knowledge Distillation","created":"2024-12-08","cited_by_count":0,"area":null},{"id":"2505.23933","title":"BIRD: Behavior Induction via Representation-structure Distillation","created":"2025-05-29","cited_by_count":0,"area":null},{"id":"2506.13322","title":"Active Multimodal Distillation for Few-shot Action Recognition","created":"2025-06-16","cited_by_count":0,"area":null},{"id":"2507.03268","title":"Dual-frequency Selected Knowledge Distillation with Statistical-based Sample Rectification for PolSAR Image Classification","created":"2025-07-04","cited_by_count":0,"area":null},{"id":"2512.22304","title":"PortionNet: Distilling 3D Geometric Knowledge for Food Nutrition Estimation","created":"2025-12-26","cited_by_count":0,"area":null}],"next_cursor":"100"}