{"total":112,"rows":[{"id":"2103.10385","title":"GPT Understands, Too","created":"2021-03-18","cited_by_count":716,"area":null},{"id":"2104.03047","title":"Few-Shot Incremental Learning with Continually Evolved Classifiers","created":"2021-04-07","cited_by_count":187,"area":null},{"id":"2111.01549","title":"Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima","created":"2021-10-30","cited_by_count":118,"area":null},{"id":"2103.01737","title":"Distilling Causal Effect of Data in Class-Incremental Learning","created":"2021-03-02","cited_by_count":117,"area":null},{"id":"2103.03493","title":"Causal Attention for Vision-Language Tasks","created":"2021-03-05","cited_by_count":111,"area":"mllm"},{"id":"2103.00887","title":"Counterfactual Zero-Shot and Open-Set Visual Recognition","created":"2021-03-01","cited_by_count":95,"area":null},{"id":"2106.11013","title":"Interventional Video Grounding with Dual Contrastive Learning","created":"2021-06-21","cited_by_count":94,"area":null},{"id":"2303.06873","title":"Interventional Bag Multi-Instance Learning On Whole-Slide Pathological Images","created":"2023-03-13","cited_by_count":91,"area":null},{"id":"2106.01534","title":"Deconfounded Video Moment Retrieval with Causal Intervention","created":"2021-06-03","cited_by_count":84,"area":null},{"id":"2108.08782","title":"Causal Attention for Unbiased Visual Recognition","created":"2021-08-19","cited_by_count":80,"area":null},{"id":"2303.12369","title":"Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection","created":"2023-03-22","cited_by_count":64,"area":null},{"id":"2207.12647","title":"Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering","created":"2022-07-26","cited_by_count":57,"area":"lr"},{"id":"2207.09239","title":"Assaying Out-Of-Distribution Generalization in Transfer Learning","created":"2022-07-19","cited_by_count":53,"area":null},{"id":"2107.07746","title":"Rectifying the Shortcut Learning of Background for Few-Shot Learning","created":"2021-07-16","cited_by_count":51,"area":null},{"id":"2404.10241","title":"Vision-and-Language Navigation via Causal Learning","created":"2024-04-16","cited_by_count":51,"area":null},{"id":"2110.03909","title":"Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning","created":"2021-10-08","cited_by_count":49,"area":null},{"id":"2110.15255","title":"Self-Supervised Learning Disentangled Group Representation as Feature","created":"2021-10-28","cited_by_count":47,"area":null},{"id":"2303.06818","title":"Backdoor Defense via Deconfounded Representation Learning","created":"2023-03-13","cited_by_count":38,"area":null},{"id":"2306.03428","title":"GaitGCI: Generative Counterfactual Intervention for Gait Recognition","created":"2023-06-06","cited_by_count":31,"area":null},{"id":"2307.16851","title":"Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives","created":"2023-07-31","cited_by_count":30,"area":"alignment"},{"id":"2206.02928","title":"Neuro-Symbolic Procedural Planning with Commonsense Prompting","created":"2022-06-06","cited_by_count":28,"area":null},{"id":"2204.12037","title":"Causal Reasoning Meets Visual Representation Learning: A Prospective Study","created":"2022-04-26","cited_by_count":24,"area":"lr"},{"id":"2205.12331","title":"Certified Robustness Against Natural Language Attacks by Causal Intervention","created":"2022-05-24","cited_by_count":24,"area":null},{"id":"2108.04009","title":"Transductive Few-Shot Classification on the Oblique Manifold","created":"2021-08-09","cited_by_count":23,"area":null},{"id":"2204.12363","title":"Causal Transportability for Visual Recognition","created":"2022-04-26","cited_by_count":23,"area":null},{"id":"2103.15890","title":"Learning Domain Invariant Representations for Generalizable Person Re-Identification","created":"2021-03-29","cited_by_count":22,"area":null},{"id":"2109.05213","title":"Uncovering Main Causalities for Long-tailed Information Extraction","created":"2021-09-11","cited_by_count":21,"area":null},{"id":"2301.12429","title":"Debiased Fine-Tuning for Vision-language Models by Prompt Regularization","created":"2023-01-29","cited_by_count":21,"area":"mllm"},{"id":"2302.07200","title":"Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey","created":"2023-02-14","cited_by_count":21,"area":"lr"},{"id":"2310.07379","title":"Causal Unsupervised Semantic Segmentation","created":"2023-10-11","cited_by_count":18,"area":null},{"id":"2303.06859","title":"Learning Distortion Invariant Representation for Image Restoration from A Causality Perspective","created":"2023-03-13","cited_by_count":17,"area":null},{"id":"2103.13183","title":"The Blessings of Unlabeled Background in Untrimmed Videos","created":"2021-03-24","cited_by_count":16,"area":null},{"id":"2112.15324","title":"Deconfounded Visual Grounding","created":"2021-12-31","cited_by_count":16,"area":null},{"id":"2303.09117","title":"Cross-Modal Causal Intervention for Medical Report Generation","created":"2023-03-16","cited_by_count":15,"area":null},{"id":"2305.18451","title":"Shift-Robust Molecular Relational Learning with Causal Substructure","created":"2023-05-29","cited_by_count":15,"area":null},{"id":"2104.10351","title":"Improving Weakly-supervised Object Localization via Causal Intervention","created":"2021-04-21","cited_by_count":14,"area":null},{"id":"2303.08557","title":"Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey","created":"2023-03-15","cited_by_count":14,"area":null},{"id":"2106.09534","title":"Adversarial Visual Robustness by Causal Intervention","created":"2021-06-17","cited_by_count":13,"area":null},{"id":"2109.01359","title":"CAM-loss: Towards Learning Spatially Discriminative Feature Representations","created":"2021-09-03","cited_by_count":13,"area":null},{"id":"2112.00475","title":"Weakly-Supervised Video Object Grounding via Causal Intervention","created":"2021-12-01","cited_by_count":13,"area":null},{"id":"2204.09204","title":"Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction","created":"2022-04-20","cited_by_count":13,"area":null},{"id":"2305.15753","title":"T2TD: Text-3D Generation Model based on Prior Knowledge Guidance","created":"2023-05-25","cited_by_count":13,"area":null},{"id":"2204.07935","title":"Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition","created":"2022-04-17","cited_by_count":12,"area":null},{"id":"2307.13992","title":"Causal reasoning in typical computer vision tasks","created":"2023-07-26","cited_by_count":12,"area":"lr"},{"id":"2107.12096","title":"Towards Unbiased Visual Emotion Recognition via Causal Intervention","created":"2021-07-26","cited_by_count":11,"area":null},{"id":"2403.02649","title":"Few-shot Learner Parameterization by Diffusion Time-steps","created":"2024-03-05","cited_by_count":11,"area":null},{"id":"2106.06360","title":"Conterfactual Generative Zero-Shot Semantic Segmentation","created":"2021-06-11","cited_by_count":10,"area":null},{"id":"2111.13420","title":"Confounder Identification-free Causal Visual Feature Learning","created":"2021-11-26","cited_by_count":10,"area":null},{"id":"2403.17025","title":"Boosting Few-Shot Learning via Attentive Feature Regularization","created":"2024-03-23","cited_by_count":10,"area":null},{"id":"2109.05747","title":"Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention","created":"2021-09-13","cited_by_count":9,"area":null},{"id":"2301.07843","title":"Spatio-temporal neural structural causal models for bike flow prediction","created":"2023-01-19","cited_by_count":9,"area":null},{"id":"2305.04401","title":"Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework","created":"2023-05-08","cited_by_count":9,"area":null},{"id":"2410.12816","title":"Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective","created":"2024-10-01","cited_by_count":9,"area":"lr"},{"id":"2312.05771","title":"Hacking Task Confounder in Meta-Learning","created":"2023-12-10","cited_by_count":8,"area":null},{"id":"2407.19789","title":"Interpreting Low-level Vision Models with Causal Effect Maps","created":"2024-07-29","cited_by_count":8,"area":null},{"id":"2109.07785","title":"MHFC: Multi-Head Feature Collaboration for Few-Shot Learning","created":"2021-09-16","cited_by_count":6,"area":null},{"id":"2302.00293","title":"A Survey of Methods, Challenges and Perspectives in Causality","created":"2023-02-01","cited_by_count":6,"area":null},{"id":"2309.10725","title":"Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI","created":"2023-09-19","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":"2409.02882","title":"Benchmarking Spurious Bias in Few-Shot Image Classifiers","created":"2024-09-04","cited_by_count":6,"area":null},{"id":"2410.01251","title":"Facial Action Unit Detection by Adaptively Constraining Self-Attention and Causally Deconfounding Sample","created":"2024-10-02","cited_by_count":6,"area":null},{"id":"2505.02703","title":"Structure Causal Models and LLMs Integration in Medical Visual Question Answering","created":"2025-05-05","cited_by_count":6,"area":null},{"id":"2510.14543","title":"Exploring Cross-Modal Flows for Few-Shot Learning","created":"2025-10-16","cited_by_count":6,"area":null},{"id":"2404.19644","title":"MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation","created":"2024-04-30","cited_by_count":5,"area":null},{"id":"2411.12201","title":"Invariant Shape Representation Learning For Image Classification","created":"2024-11-19","cited_by_count":5,"area":null},{"id":"2110.04494","title":"SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification","created":"2021-10-09","cited_by_count":4,"area":null},{"id":"2209.09482","title":"Incorporating Causal Analysis into Diversified and Logical Response Generation","created":"2022-09-20","cited_by_count":4,"area":null},{"id":"2209.13816","title":"Revisiting Few-Shot Learning from a Causal Perspective","created":"2022-09-28","cited_by_count":4,"area":null},{"id":"2211.16019","title":"PatchMix Augmentation to Identify Causal Features in Few-shot Learning","created":"2022-11-29","cited_by_count":4,"area":null},{"id":"2301.01060","title":"Knowledge-guided Causal Intervention for Weakly-supervised Object Localization","created":"2023-01-03","cited_by_count":4,"area":null},{"id":"2307.08411","title":"Neurosymbolic AI for Reasoning on Biomedical Knowledge Graphs","created":"2023-07-17","cited_by_count":4,"area":null},{"id":"2412.16939","title":"Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference","created":"2024-12-22","cited_by_count":4,"area":null},{"id":"2505.19474","title":"Causal-LLaVA: Causal Disentanglement for Mitigating Hallucination in Multimodal Large Language Models","created":"2025-05-26","cited_by_count":4,"area":"mllm"},{"id":"2104.11681","title":"Interventional Aspect-Based Sentiment Analysis","created":"2021-04-20","cited_by_count":3,"area":null},{"id":"2302.09731","title":"CMVAE: Causal Meta VAE for Unsupervised Meta-Learning","created":"2023-02-20","cited_by_count":3,"area":null},{"id":"2305.15354","title":"Counterfactual Co-occurring Learning for Bias Mitigation in Weakly-supervised Object Localization","created":"2023-05-24","cited_by_count":3,"area":null},{"id":"2311.01686","title":"Disentangled Representation Learning with Transmitted Information Bottleneck","created":"2023-11-03","cited_by_count":3,"area":null},{"id":"2108.02095","title":"Human-In-The-Loop Document Layout Analysis","created":"2021-08-04","cited_by_count":2,"area":null},{"id":"2109.04746","title":"Counterfactual Adversarial Learning with Representation Interpolation","created":"2021-09-10","cited_by_count":2,"area":null},{"id":"2204.12466","title":"Meta-free few-shot learning via representation learning with weight averaging","created":"2022-04-26","cited_by_count":2,"area":null},{"id":"2210.03595","title":"Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps","created":"2022-10-07","cited_by_count":2,"area":null},{"id":"2305.12070","title":"Instrumental Variable Learning for Chest X-ray Classification","created":"2023-05-20","cited_by_count":2,"area":null},{"id":"2305.17770","title":"Point Cloud Completion Guided by Prior Knowledge via Causal Inference","created":"2023-05-28","cited_by_count":2,"area":null},{"id":"2308.08482","title":"Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features","created":"2023-08-13","cited_by_count":2,"area":null},{"id":"2103.14724","title":"When Few-Shot Learning Meets Video Object Detection","created":"2021-03-26","cited_by_count":1,"area":null},{"id":"2108.02093","title":"Free Lunch for Co-Saliency Detection: Context Adjustment","created":"2021-08-04","cited_by_count":1,"area":null},{"id":"2202.06504","title":"Analytic Learning of Convolutional Neural Network For Pattern Recognition","created":"2022-02-14","cited_by_count":1,"area":null},{"id":"2211.16185","title":"Disentangled Generation with Information Bottleneck for Few-Shot Learning","created":"2022-11-29","cited_by_count":1,"area":null},{"id":"2304.06832","title":"Task Adaptive Feature Transformation for One-Shot Learning","created":"2023-04-13","cited_by_count":1,"area":null},{"id":"2305.19664","title":"Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA","created":"2023-05-31","cited_by_count":1,"area":null},{"id":"2310.17183","title":"Understanding the Effects of Projectors in Knowledge Distillation","created":"2023-10-26","cited_by_count":1,"area":"distill"},{"id":"2407.01967","title":"Harnessing the Power of Local Representations for Few-Shot Classification","created":"2024-07-02","cited_by_count":1,"area":null},{"id":"2506.15377","title":"Efficient and Generalizable Environmental Understanding for Visual Navigation","created":"2025-06-18","cited_by_count":1,"area":null},{"id":"2512.24323","title":"Robust Egocentric Referring Video Object Segmentation via Dual-Modal Causal Intervention","created":"2025-12-30","cited_by_count":1,"area":null},{"id":"2602.21550","title":"Extending Sequence Length is Not All You Need: Effective Integration of Multimodal Signals for Gene Expression Prediction","created":"2026-02-25","cited_by_count":1,"area":null},{"id":"2603.12551","title":"CVGL: Causal Learning and Geometric Topology","created":"2026-03-13","cited_by_count":1,"area":null},{"id":"2107.05583","title":"Few-shot Learning with Global Relatedness Decoupled-Distillation","created":"2021-07-12","cited_by_count":0,"area":null},{"id":"2111.14426","title":"Improving traffic sign recognition by active search","created":"2021-11-29","cited_by_count":0,"area":null},{"id":"2112.12359","title":"Dual Path Structural Contrastive Embeddings for Learning Novel Objects","created":"2021-12-23","cited_by_count":0,"area":null},{"id":"2205.08178","title":"Active learning of causal probability trees","created":"2022-05-17","cited_by_count":0,"area":null}],"next_cursor":"100"}