{"total":176,"rows":[{"id":"2209.04836","title":"Git Re-Basin: Merging Models modulo Permutation Symmetries","created":"2022-09-11","cited_by_count":471,"area":null},{"id":"2303.14968","title":"Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective","created":"2023-03-27","cited_by_count":280,"area":null},{"id":"2105.15183","title":"Efficient and Modular Implicit Differentiation","created":"2021-05-31","cited_by_count":203,"area":null},{"id":"2307.13565","title":"Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities","created":"2023-07-25","cited_by_count":130,"area":null},{"id":"2110.09192","title":"Learning Optimal Conformal Classifiers","created":"2021-10-18","cited_by_count":112,"area":null},{"id":"2211.06489","title":"Equivariance with Learned Canonicalization Functions","created":"2022-11-11","cited_by_count":109,"area":null},{"id":"2108.08505","title":"Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception","created":"2021-08-19","cited_by_count":97,"area":null},{"id":"2305.14535","title":"Uncertainty Quantification over Graph with Conformalized Graph Neural Networks","created":"2023-05-23","cited_by_count":79,"area":null},{"id":"2104.03059","title":"Differentiable Patch Selection for Image Recognition","created":"2021-04-07","cited_by_count":68,"area":null},{"id":"2103.17202","title":"GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection","created":"2021-03-31","cited_by_count":66,"area":null},{"id":"2205.05878","title":"Training Uncertainty-Aware Classifiers with Conformalized Deep Learning","created":"2022-05-12","cited_by_count":64,"area":null},{"id":"2107.01959","title":"Universal Approximation of Functions on Sets","created":"2021-07-05","cited_by_count":62,"area":null},{"id":"2510.14510","title":"Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective","created":"2025-10-16","cited_by_count":39,"area":null},{"id":"2205.02956","title":"Low Dimensional Invariant Embeddings for Universal Geometric Learning","created":"2022-05-05","cited_by_count":38,"area":null},{"id":"2103.04529","title":"Self-Supervised Online Reward Shaping in Sparse-Reward Environments","created":"2021-03-08","cited_by_count":37,"area":null},{"id":"2210.01941","title":"SIMPLE: A Gradient Estimator for $k$-Subset Sampling","created":"2022-10-04","cited_by_count":34,"area":null},{"id":"2307.13917","title":"BayesDAG: Gradient-Based Posterior Inference for Causal Discovery","created":"2023-07-26","cited_by_count":33,"area":null},{"id":"2105.04019","title":"Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision","created":"2021-05-09","cited_by_count":31,"area":null},{"id":"2106.09613","title":"Meta-Calibration: Learning of Model Calibration Using Differentiable Expected Calibration Error","created":"2021-06-17","cited_by_count":29,"area":null},{"id":"2207.13513","title":"Learning with Combinatorial Optimization Layers: a Probabilistic Approach","created":"2022-07-27","cited_by_count":29,"area":null},{"id":"2306.02738","title":"A Large-Scale Study of Probabilistic Calibration in Neural Network Regression","created":"2023-06-05","cited_by_count":27,"area":null},{"id":"2404.19651","title":"Provably Robust Conformal Prediction with Improved Efficiency","created":"2024-04-30","cited_by_count":27,"area":null},{"id":"2406.07449","title":"Boosted Conformal Prediction Intervals","created":"2024-06-11","cited_by_count":27,"area":null},{"id":"2105.04459","title":"ICON: Learning Regular Maps Through Inverse Consistency","created":"2021-05-10","cited_by_count":26,"area":null},{"id":"2302.01425","title":"Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective","created":"2023-02-02","cited_by_count":26,"area":null},{"id":"2203.09630","title":"Monotonic Differentiable Sorting Networks","created":"2022-03-17","cited_by_count":25,"area":null},{"id":"2106.11072","title":"Techniques for Symbol Grounding with SATNet","created":"2021-06-16","cited_by_count":24,"area":null},{"id":"2104.15079","title":"Ranking the information content of distance measures","created":"2021-04-30","cited_by_count":22,"area":null},{"id":"2312.05476","title":"Exploring the Naturalness of AI-Generated Images","created":"2023-12-09","cited_by_count":22,"area":null},{"id":"2110.05651","title":"Learning with Algorithmic Supervision via Continuous Relaxations","created":"2021-10-11","cited_by_count":21,"area":null},{"id":"2206.07290","title":"Differentiable Top-k Classification Learning","created":"2022-06-15","cited_by_count":21,"area":null},{"id":"2405.02140","title":"An Information Theoretic Perspective on Conformal Prediction","created":"2024-05-03","cited_by_count":21,"area":null},{"id":"2306.12330","title":"ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data","created":"2023-06-21","cited_by_count":18,"area":null},{"id":"2506.00993","title":"FlexSelect: Flexible Token Selection for Efficient Long Video Understanding","created":"2025-06-01","cited_by_count":18,"area":null},{"id":"2109.14567","title":"Implicit Generative Copulas","created":"2021-09-29","cited_by_count":17,"area":null},{"id":"2206.06135","title":"Flexible Differentiable Optimization via Model Transformations","created":"2022-06-10","cited_by_count":16,"area":null},{"id":"2503.21985","title":"Improving Equivariant Networks with Probabilistic Symmetry Breaking","created":"2025-03-27","cited_by_count":16,"area":null},{"id":"2306.00344","title":"BOtied: Multi-objective Bayesian optimization with tied multivariate ranks","created":"2023-06-01","cited_by_count":15,"area":null},{"id":"2412.04508","title":"Video Quality Assessment: A Comprehensive Survey","created":"2024-12-04","cited_by_count":15,"area":null},{"id":"2502.07029","title":"Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment","created":"2025-02-10","cited_by_count":15,"area":null},{"id":"2503.18589","title":"Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling","created":"2025-03-24","cited_by_count":15,"area":null},{"id":"2103.09879","title":"Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking","created":"2021-03-17","cited_by_count":14,"area":null},{"id":"2305.16358","title":"Differentiable Clustering with Perturbed Spanning Forests","created":"2023-05-25","cited_by_count":14,"area":null},{"id":"2204.06521","title":"Optimizing generalized Gini indices for fairness in rankings","created":"2022-04-02","cited_by_count":13,"area":null},{"id":"2301.02009","title":"Learning by Sorting: Self-supervised Learning with Group Ordering Constraints","created":"2023-01-05","cited_by_count":13,"area":null},{"id":"2301.12047","title":"Backpropagation of Unrolled Solvers with Folded Optimization","created":"2023-01-28","cited_by_count":13,"area":null},{"id":"2503.06242","title":"LapSum -- One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection","created":"2025-03-08","cited_by_count":13,"area":null},{"id":"2505.13893","title":"InfiGFusion: Graph-on-Logits Distillation via Efficient Gromov-Wasserstein for Model Fusion","created":"2025-05-20","cited_by_count":12,"area":null},{"id":"2104.14547","title":"NURBS-Diff: A Differentiable Programming Module for NURBS","created":"2021-04-29","cited_by_count":11,"area":null},{"id":"2206.11492","title":"Gradual Domain Adaptation via Normalizing Flows","created":"2022-06-23","cited_by_count":11,"area":null},{"id":"2310.13402","title":"Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability","created":"2023-10-20","cited_by_count":11,"area":null},{"id":"2411.01696","title":"Conformal Risk Minimization with Variance Reduction","created":"2024-11-03","cited_by_count":11,"area":null},{"id":"2301.13821","title":"Complete Neural Networks for Complete Euclidean Graphs","created":"2023-01-31","cited_by_count":10,"area":null},{"id":"2312.11522","title":"Assessing SATNet's Ability to Solve the Symbol Grounding Problem","created":"2023-12-13","cited_by_count":10,"area":null},{"id":"2206.12116","title":"Approximating 1-Wasserstein Distance with Trees","created":"2022-06-24","cited_by_count":9,"area":null},{"id":"2301.11898","title":"DAG Learning on the Permutahedron","created":"2023-01-27","cited_by_count":9,"area":null},{"id":"2403.01619","title":"Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation","created":"2024-03-03","cited_by_count":9,"area":null},{"id":"2103.12476","title":"Differentiable Agent-Based Simulation for Gradient-Guided Simulation-Based Optimization","created":"2021-03-23","cited_by_count":8,"area":null},{"id":"2307.01088","title":"Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data","created":"2023-07-03","cited_by_count":8,"area":null},{"id":"2307.08316","title":"Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-Identification","created":"2023-07-17","cited_by_count":8,"area":null},{"id":"2310.14468","title":"Revisiting Implicit Differentiation for Learning Problems in Optimal Control","created":"2023-10-23","cited_by_count":8,"area":null},{"id":"2212.05149","title":"Stochastic Optimization for Spectral Risk Measures","created":"2022-12-10","cited_by_count":7,"area":null},{"id":"2407.17960","title":"The Curious Case of Representational Alignment: Unravelling Visio-Linguistic Tasks in Emergent Communication","created":"2024-07-25","cited_by_count":7,"area":null},{"id":"2410.09408","title":"C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets","created":"2024-10-12","cited_by_count":7,"area":null},{"id":"2505.22049","title":"Differentiable Generalized Sliced Wasserstein Plans","created":"2025-05-28","cited_by_count":7,"area":null},{"id":"2103.09656","title":"Set-to-Sequence Methods in Machine Learning: a Review","created":"2021-03-17","cited_by_count":6,"area":null},{"id":"2204.13001","title":"Relevance-based Margin for Contrastively-trained Video Retrieval Models","created":"2022-04-27","cited_by_count":6,"area":null},{"id":"2211.10420","title":"Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes","created":"2022-11-18","cited_by_count":6,"area":null},{"id":"2212.02663","title":"Efficient Malware Analysis Using Metric Embeddings","created":"2022-12-05","cited_by_count":6,"area":null},{"id":"2303.13299","title":"Reckoning with the Disagreement Problem: Explanation Consensus as a Training Objective","created":"2023-03-23","cited_by_count":6,"area":null},{"id":"2305.03824","title":"No-Regret Constrained Bayesian Optimization of Noisy and Expensive Hybrid Models using Differentiable Quantile Function Approximations","created":"2023-05-05","cited_by_count":6,"area":null},{"id":"2305.19999","title":"Beam Tree Recursive Cells","created":"2023-05-31","cited_by_count":6,"area":null},{"id":"2310.10462","title":"Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems","created":"2023-10-16","cited_by_count":6,"area":null},{"id":"2405.20082","title":"Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations","created":"2024-05-30","cited_by_count":6,"area":null},{"id":"2501.02767","title":"Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training","created":"2025-01-06","cited_by_count":6,"area":null},{"id":"2210.04158","title":"HVS Revisited: A Comprehensive Video Quality Assessment Framework","created":"2022-10-09","cited_by_count":5,"area":null},{"id":"2403.13293","title":"Building Optimal Neural Architectures using Interpretable Knowledge","created":"2024-03-20","cited_by_count":5,"area":null},{"id":"2407.13945","title":"FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking","created":"2024-07-18","cited_by_count":5,"area":null},{"id":"2110.01532","title":"Differentiable Spline Approximations","created":"2021-10-04","cited_by_count":4,"area":null},{"id":"2111.00043","title":"Multivariate rank via entropic optimal transport: sample efficiency and generative modeling","created":"2021-10-29","cited_by_count":4,"area":null},{"id":"2201.13322","title":"Learning to Hash Naturally Sorts","created":"2022-01-31","cited_by_count":4,"area":null},{"id":"2301.01019","title":"Correlation Loss: Enforcing Correlation between Classification and Localization","created":"2023-01-03","cited_by_count":4,"area":null},{"id":"2310.07174","title":"Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions","created":"2023-10-11","cited_by_count":4,"area":null},{"id":"2404.06535","title":"Learning to rank quantum circuits for hardware-optimized performance enhancement","created":"2024-04-09","cited_by_count":4,"area":null},{"id":"2410.08125","title":"Generalizing Stochastic Smoothing for Differentiation and Gradient Estimation","created":"2024-10-10","cited_by_count":4,"area":null},{"id":"2608.01857","title":"Beyond Magnitude and Shape: A Direction-Aware Loss for Time Series Forecasting","created":"2026-08-03","cited_by_count":4,"area":null},{"id":"2111.01785","title":"PatchGame: Learning to Signal Mid-level Patches in Referential Games","created":"2021-11-02","cited_by_count":3,"area":null},{"id":"2302.13918","title":"U-Statistics for Importance-Weighted Variational Inference","created":"2023-02-27","cited_by_count":3,"area":null},{"id":"2303.11724","title":"Task-based Generation of Optimized Projection Sets using Differentiable Ranking","created":"2023-03-21","cited_by_count":3,"area":null},{"id":"2305.05098","title":"Who Needs Decoders? Efficient Estimation of Sequence-level Attributes","created":"2023-05-09","cited_by_count":3,"area":null},{"id":"2311.11934","title":"Estimation of entropy-regularized optimal transport maps between non-compactly supported measures","created":"2023-11-20","cited_by_count":3,"area":null},{"id":"2402.11608","title":"Metric Learning Encoding Models: A Multivariate Framework for Interpreting Neural Representations","created":"2024-02-18","cited_by_count":3,"area":null},{"id":"2404.13277","title":"Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives","created":"2024-04-20","cited_by_count":3,"area":null},{"id":"2411.00119","title":"Soft Condorcet Optimization for Ranking of General Agents","created":"2024-10-31","cited_by_count":3,"area":null},{"id":"2411.15216","title":"Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint","created":"2024-11-20","cited_by_count":3,"area":null},{"id":"2501.18528","title":"Joint Learning of Energy-based Models and their Partition Function","created":"2025-01-30","cited_by_count":3,"area":null},{"id":"2509.25473","title":"Conformal Prediction for Signal Temporal Logic Inference","created":"2025-09-29","cited_by_count":3,"area":null},{"id":"2602.15755","title":"RaCo: Ranking and Covariance for Practical Learned Keypoints","created":"2026-02-17","cited_by_count":3,"area":null},{"id":"2202.13197","title":"Relational Surrogate Loss Learning","created":"2022-02-26","cited_by_count":2,"area":null},{"id":"2205.01324","title":"Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies","created":"2022-05-03","cited_by_count":2,"area":null}],"next_cursor":"100"}