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Stefano Soatto

Identifiers

  • name variant Stefano Soatto 0.60 · backfill

Papers (58)

  1. StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns cs.SE · 2026 · author #5
  2. DLLG: Dynamic Logit-Level Gating of LLM Experts cs.CL · 2026 · author #9
  3. Priming: Hybrid State Space Models From Pre-trained Transformers cs.LG · 2026 · author #9
  4. Experience Sharing in Mutual Reinforcement Learning for Heterogeneous Language Models cs.LG · 2026 · author #6
  5. ExecTune: Effective Steering of Black-Box LLMs with Guide Models cs.LG · 2026 · author #9
  6. Reinforcement-aware Knowledge Distillation for LLM Reasoning cs.LG · 2026 · author #9
  7. EvoMAS: Evolutionary Generation of Multi-Agent Systems cs.LG · 2026 · author #7
  8. Gated KalmaNet: A Fading Memory Layer Through Test-Time Ridge Regression cs.LG · 2025 · author #6
  9. MURPHY: Feedback-Aware GRPO with Retrospective Credit Assignment for Multi-Turn Code Generation cs.LG · 2025 · author #7
  10. Conjuring Semantic Similarity cs.AI · 2024 · author #2
  11. Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence cs.LG · 2019 · author #3
  12. Unsupervised Domain Adaptation via Regularized Conditional Alignment cs.LG · 2019 · author #2
  13. Meta-Learning with Differentiable Convex Optimization cs.CV · 2019 · author #4
  14. Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction cs.CV · 2019 · author #3
  15. Task2Vec: Task Embedding for Meta-Learning cs.LG · 2019 · author #7
  16. Dense Depth Posterior (DDP) from Single Image and Sparse Range cs.CV · 2019 · author #3
  17. Mono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors cs.CV · 2019 · author #2
  18. Unsupervised Moving Object Detection via Contextual Information Separation cs.CV · 2019 · author #4
  19. GeoNet: Deep Geodesic Networks for Point Cloud Analysis cs.CV · 2019 · author #7
  20. Dynamics and Reachability of Learning Tasks cs.LG · 2018 · author #3
  21. Geo-Supervised Visual Depth Prediction cs.CV · 2018 · author #3
  22. Conditional Prior Networks for Optical Flow cs.CV · 2018 · author #2
  23. Visual-Inertial Object Detection and Mapping cs.CV · 2018 · author #2
  24. Input and Weight Space Smoothing for Semi-supervised Learning cs.LG · 2018 · author #2
  25. SaaS: Speed as a Supervisor for Semi-supervised Learning cs.CV · 2018 · author #3
  26. OATM: Occlusion Aware Template Matching by Consensus Set Maximization cs.CV · 2018 · author #3
  27. Mathematics of Deep Learning cs.LG · 2017 · author #4
  28. DeepRadiologyNet: Radiologist Level Pathology Detection in CT Head Images cs.CV · 2017 · author #4
  29. Critical Learning Periods in Deep Neural Networks cs.LG · 2017 · author #3
  30. Block-Cyclic Stochastic Coordinate Descent for Deep Neural Networks cs.CV · 2017 · author #2
  31. A Separation Principle for Control in the Age of Deep Learning stat.ML · 2017 · author #2
  32. Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks cs.LG · 2017 · author #2
  33. Parle: parallelizing stochastic gradient descent cs.LG · 2017 · author #4
  34. Emergence of Invariance and Disentanglement in Deep Representations cs.LG · 2017 · author #2
  35. Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification cs.CV · 2017 · author #4
  36. Classification regions of deep neural networks cs.CV · 2017 · author #4
  37. Adaptive Regularization of Some Inverse Problems in Image Analysis cs.CV · 2017 · author #4
  38. Deep Relaxation: partial differential equations for optimizing deep neural networks cs.LG · 2017 · author #4
  39. Multi-Label Segmentation via Residual-Driven Adaptive Regularization cs.CV · 2017 · author #3
  40. Entropy-SGD: Biasing Gradient Descent Into Wide Valleys cs.LG · 2016 · author #3
  41. Information Dropout: Learning Optimal Representations Through Noisy Computation stat.ML · 2016 · author #2
  42. ShapeFit and ShapeKick for Robust, Scalable Structure from Motion cs.CV · 2016 · author #5
  43. Visual-Inertial-Semantic Scene Representation for 3-D Object Detection cs.CV · 2016 · author #3
  44. A Theory of Local Matching: SIFT and Beyond cs.CV · 2016 · author #2
  45. A Simple Hierarchical Pooling Data Structure for Loop Closure cs.CV · 2015 · author #3
  46. On the energy landscape of deep networks cs.LG · 2015 · author #2
  47. An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability cs.CV · 2015 · author #3
  48. Boosting Convolutional Features for Robust Object Proposals cs.CV · 2015 · author #3
  49. Domain-Size Pooling in Local Descriptors: DSP-SIFT cs.CV · 2014 · author #2
  50. Visual Scene Representations: Contrast, Scaling and Occlusion cs.CV · 2014 · author #1
  51. Robust Inference for Visual-Inertial Sensor Fusion cs.RO · 2014 · author #3
  52. Visual Representations: Defining Properties and Deep Approximations cs.CV · 2014 · author #1
  53. Cavlectometry: Towards Holistic Reconstruction of Large Mirror Objects cs.CV · 2014 · author #3
  54. Observability, Identifiability and Sensitivity of Vision-Aided Navigation cs.RO · 2013 · author #3
  55. On the Design and Analysis of Multiple View Descriptors cs.CV · 2013 · author #5
  56. Information Forests cs.LG · 2012 · author #2
  57. Steps Towards a Theory of Visual Information: Active Perception, Signal-to-Symbol Conversion and the Interplay Between Sensing and Control cs.CV · 2011 · author #1
  58. Detachable Object Detection: Segmentation and Depth Ordering From Short-Baseline Video cs.CV · 2011 · author #2

Mentions

  • 2606.19613 #5 · arxiv_oai · confidence 0.70 Stefano Soatto
  • 2602.22495 #9 · arxiv_oai · confidence 0.70 Stefano Soatto
  • 1511.06489 #3 · backfill · confidence 0.70 Stefano Soatto
  • 1511.06485 #2 · backfill · confidence 0.70 Stefano Soatto
  • 1608.02165 #5 · arxiv_oai · confidence 0.70 Stefano Soatto
  • 2606.04378 #9 · arxiv_oai · confidence 0.70 Stefano Soatto
  • 1505.06795 #3 · backfill · confidence 0.70 Stefano Soatto
  • 1503.06350 #3 · backfill · confidence 0.70 Stefano Soatto
  • 1412.8556 #2 · backfill · confidence 0.70 Stefano Soatto
  • 1412.6607 #1 · backfill · confidence 0.70 Stefano Soatto
  • 1412.4862 #3 · backfill · confidence 0.70 Stefano Soatto
  • 1411.7676 #1 · backfill · confidence 0.70 Stefano Soatto
  • 1409.4095 #3 · backfill · confidence 0.70 Stefano Soatto
  • 1311.7434 #3 · backfill · confidence 0.70 Stefano Soatto
  • 1311.6048 #5 · backfill · confidence 0.70 Stefano Soatto
  • 1202.1523 #2 · backfill · confidence 0.70 Stefano Soatto
  • 1110.2053 #1 · backfill · confidence 0.70 Stefano Soatto
  • 1109.4683 #2 · backfill · confidence 0.70 Stefano Soatto
  • 2602.06511 #7 · arxiv_oai · confidence 0.70 Stefano Soatto
  • 2511.21016 #6 · arxiv_oai · confidence 0.70 Stefano Soatto

Frequent Coauthors