mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 30 Oct 2021

83 papers

  1. Magic Pyramid: Accelerating Inference with Early Exiting and Token PruningEfficient LLM inference and serving → Early exit and edge inference
  2. Mastering Atari Games with Limited DataWorld models → Latent dynamics models and model-based RL
  3. Data-Based Models for Hurricane Evolution Prediction: A Deep Learning Approach
  4. Use of machine learning in geriatric clinical care for chronic diseases: a systematic literature review
  5. Simultaneous estimation of wall and object parameters in TWR using deep neural network
  6. Use of low-fidelity models with machine-learning error correction for well placement optimization
  7. Saliency detection with moving camera via background model completion
  8. Top1 Solution of QQ Browser 2021 Ai Algorithm Competition Track 1 : Multimodal Video Similarity
  9. Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima
  10. A comparison of mixed-variables Bayesian optimization approaches
  11. Sustainable AI: Environmental Implications, Challenges and Opportunities
  12. Functional Neural Networks for Parametric Image Restoration Problems
  13. A Survey on the Robustness of Feature Importance and Counterfactual Explanations
  14. Optimizing Sparse Matrix Multiplications for Graph Neural Networks
  15. AdvCodeMix: Adversarial Attack on Code-Mixed Data
  16. Continuous Convolutional Neural Networks: Coupled Neural PDE and ODE
  17. Causal Discovery in Linear Structural Causal Models with Deterministic Relations
  18. Identifying and mitigating bias in algorithms used to manage patients in a pandemic
  19. Multi-Task Learning based Convolutional Models with Curriculum Learning for the Anisotropic Reynolds Stress Tensor in Turbulent Duct Flow
  20. Beyond Independent Measurements: General Compressed Sensing with GNN Application
  21. Neural Network based on Automatic Differentiation Transformation of Numeric Iterate-to-Fixedpoint
  22. Speaker conditioning of acoustic models using affine transformation for multi-speaker speech recognition
  23. Real-time Speaker counting in a cocktail party scenario using Attention-guided Convolutional Neural Network
  24. ECG synthesis with Neural ODE and GAN models
  25. 3DP3: 3D Scene Perception via Probabilistic Programming
  26. EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments
  27. TargetUM: Targeted High-Utility Itemset Querying
  28. Optimizing Binary Symptom Checkers via Approximate Message Passing
  29. Throughput and Latency in the Distributed Q-Learning Random Access mMTC Networks
  30. A fast accurate fine-grain object detection model based on YOLOv4 deep neural network
  31. Get Fooled for the Right Reason: Improving Adversarial Robustness through a Teacher-guided Curriculum Learning Approach
  32. Long-Range Route-planning for Autonomous Vehicles in the Polar Oceans
  33. Intrusion Prevention through Optimal Stopping
  34. A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles
  35. EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation
  36. Cross-Modality Fusion Transformer for Multispectral Object Detection
  37. Higher-Order Relations Skew Link Prediction in Graphs
  38. Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks
  39. Learning Coordinated Terrain-Adaptive Locomotion by Imitating a Centroidal Dynamics Planner
  40. Love tHy Neighbour: Remeasuring Local Structural Node Similarity in Hypergraph-Derived Networks
  41. Equinox: neural networks in JAX via callable PyTrees and filtered transformations
  42. The CAT SET on the MAT: Cross Attention for Set Matching in Bipartite Hypergraphs
  43. On Joint Learning for Solving Placement and Routing in Chip Design
  44. MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning
  45. Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentation
  46. whu-nercms at trecvid2021:instance search task
  47. Unpaired Learning for High Dynamic Range Image Tone Mapping
  48. Approximation properties of Residual Neural Networks for Kolmogorov PDEs
  49. Adjacency constraint for efficient hierarchical reinforcement learning
  50. PatchFormer: An Efficient Point Transformer with Patch Attention
  51. One Step at a Time: Pros and Cons of Multi-Step Meta-Gradient Reinforcement Learning
  52. Imitating Arbitrary Talking Style for Realistic Audio-DrivenTalking Face Synthesis
  53. A Comparative Review of Recent Few-Shot Object Detection Algorithms
  54. AutoDrone: Shortest Optimized Obstacle-Free Path Planning for Autonomous Drones
  55. Personal thermal comfort models using digital twins: Preference prediction with BIM-extracted spatial-temporal proximity data from Build2Vec
  56. Backdoor Pre-trained Models Can Transfer to All
  57. Learning Continuous Representation of Audio for Arbitrary Scale Super Resolution
  58. M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images
  59. Automatic Knowledge Augmentation for Generative Commonsense Reasoning
  60. How should human translation coexist with NMT? Efficient tool for building high quality parallel corpus
  61. Leveraging SE(3) Equivariance for Self-Supervised Category-Level Object Pose Estimation
  62. Convergence and Optimality of Policy Gradient Methods in Weakly Smooth Settings
  63. Geometry-Aware Hierarchical Bayesian Learning on Manifolds
  64. Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification
  65. Direct attacks using fake images in iris verification
  66. On Quantitative Evaluations of Counterfactuals
  67. Iris Recognition Based on SIFT Features
  68. Dynamic Differential-Privacy Preserving SGD
  69. Advanced Algorithms of Collision Free Navigation and Flocking for Autonomous UAVs
  70. HIERMATCH: Leveraging Label Hierarchies for Improving Semi-Supervised Learning
  71. You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership
  72. Pseudo-Labeling for Massively Multilingual Speech Recognition
  73. DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
  74. TransAug: Translate as Augmentation for Sentence Embeddings
  75. ILMPQ : An Intra-Layer Multi-Precision Deep Neural Network Quantization framework for FPGA
  76. RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions
  77. Temporal-Spatial Feature Extraction Based on Convolutional Neural Networks for Travel Time Prediction
  78. Uncovering IP Address Hosting Types Behind Malicious Websites
  79. DIB-R++: Learning to Predict Lighting and Material with a Hybrid Differentiable Renderer
  80. Efficient Inference Without Trading-off Regret in Bandits: An Allocation Probability Test for Thompson Sampling
  81. Context Meta-Reinforcement Learning via Neuromodulation
  82. Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations
  83. Predicting Critical Biogeochemistry of the Southern Ocean for Climate Monitoring