Survey of Computerized Adaptive Testing: A Machine Learning Perspective
vol.48 iss.8 (2026) pp.20 Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors From a Bi-level Optimization Perspective
vol.48 iss.8 (2026) pp.17 Adaptive Aggregation of Monte Carlo Augmented Decomposed Filters for Efficient Group-Equivariant Convolutional Neural Network
vol.48 iss.8 (2026) pp.17 Efficient Training of Large Vision Models via Advanced Automated Progressive Learning
vol.48 iss.8 (2026) pp.15 Hyper-Compression: Model Compression via Hyperfunction
vol.48 iss.8 (2026) pp.18 ChatTracker: Enhancing Visual Tracking via LLM-Driven Iterative Description Refinement
vol.48 iss.8 (2026) pp.17 Toward Ultrafast Depth Sensing via Active Event-Based Stereo Vision
vol.48 iss.8 (2026) pp.18 From Channel Bias to Feature Redundancy: Uncovering the “Less is More” Principle in Few-Shot Learning
vol.48 iss.8 (2026) pp.16 Beyond Support Samples: Incorporating Unlabeled Queries for Few-Shot Semantic Segmentation
vol.48 iss.8 (2026) pp.19 Confidence-Aware Pseudo-Label Self-Correction for Weakly Supervised Visual Grounding
vol.48 iss.8 (2026) pp.18 Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-Coupled Analysis
vol.48 iss.8 (2026) pp.17 Variational Bayesian Personalized Ranking
vol.48 iss.8 (2026) pp.17 DGPDL: Domain-Guided Prompt Distribution Learning for Generalizable Face Anti-Spoofing
vol.48 iss.8 (2026) pp.17 Concept Drift and Long-Tailed Distribution in Fine-Grained Visual Categorization: Benchmark and Method
vol.48 iss.8 (2026) pp.17 Bridging Datasets and Hyperparameters: GCN-Based Link Prediction for Recommendation
vol.48 iss.8 (2026) pp.14 HIMO: Cross-Arbitrary-Modality Image Invariant Feature Transform With Hierarchical Intrinsic Major Orientation
vol.48 iss.8 (2026) pp.18 Interacted Planes Reveal 3D Line Mapping
vol.48 iss.8 (2026) pp.16 Dream to Recall: Imagination-Guided Experience Retrieval for Memory-Persistent Vision-and-Language Navigation
vol.48 iss.8 (2026) pp.15 Distilling Object Detectors via Monte Carlo Dropout
vol.48 iss.8 (2026) pp.14 Multi-View Clustering via Bilaterally Constrained Anchor Graph
vol.48 iss.8 (2026) pp.14 Understanding the Effects of Projectors in Knowledge Distillation
vol.48 iss.8 (2026) pp.15 Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
vol.48 iss.8 (2026) pp.21 Principled Multimodal Representation Learning
vol.48 iss.8 (2026) pp.15 Out-of-Sight Embodied Agents: Multimodal Tracking, Sensor Fusion, and Trajectory Forecasting
vol.48 iss.8 (2026) pp.13 Mirror Descent Safe Policy Optimization for Reinforcement Learning Agents
vol.48 iss.8 (2026) pp.14 One-Step Diffusion and Flow Distillation Through Implicit Generator Matching
vol.48 iss.8 (2026) pp.12 Collaborative Multi-Modal Coding for High-Quality 3D Generation
vol.48 iss.8 (2026) pp.12 Harnessing Meta-Learning for Controllable Full-Frame Video Stabilization
vol.48 iss.8 (2026) pp.17 Stability and Generalization for Distributed SGDA
vol.48 iss.8 (2026) pp.13 OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models
vol.48 iss.8 (2026) pp.18 Revisiting Face Forgery Detection: From Facial Representation to Forgery Detection
vol.48 iss.8 (2026) pp.17 Fast and Scalable Hashing-Based Universal Graph Coarsening
vol.48 iss.8 (2026) pp.18 Track-On2: Enhancing Online Point Tracking With Memory
vol.48 iss.8 (2026) pp.16 Pragmatic Communication in Multi-Agent Collaborative Perception
vol.48 iss.8 (2026) pp.18 Sparse Variational Information Bottleneck Gaussian Processes for Uncertainty Estimation
vol.48 iss.8 (2026) pp.15 SCGT: Toward Scalable and Comprehensive Graph Transformer
vol.48 iss.8 (2026) pp.11 SHADOW: Secure Hidden Authenticating Digital Objects in the Wild
vol.48 iss.8 (2026) pp.14 Match Stereo Videos via Bidirectional Alignment
vol.48 iss.8 (2026) pp.17 A Pose-Only Geometric Constraint for Multi-Camera Pose Adjustment
vol.48 iss.8 (2026) pp.18 Robust Adaptation of Foundation Models With Black-Box Visual Prompting
vol.48 iss.8 (2026) pp.12 Deep Information-Balanced Multimodal Learning
vol.48 iss.8 (2026) pp.13 Learning Three-Domain Implicit Image Function for Arbitrary-Scale Light Field Super-Resolution
vol.48 iss.8 (2026) pp.18 Learning Continuous Spatiotemporal Implicit Neural Fields for Unsupervised Video Denoising
vol.48 iss.8 (2026) pp.19 Dual Geometry Margin Optimization for Coupled-Noisy Robust Ensemble Learning
vol.48 iss.8 (2026) pp.16 DrawMotion: Generating 3D Human Motions by Freehand Drawing
vol.48 iss.8 (2026) pp.17 Cross-Frequency Implicit Neural Representation With Self-Evolving Parameters
vol.48 iss.8 (2026) pp.19 Text4Seg++: Advancing Image Segmentation via Generative Language Modeling
vol.48 iss.8 (2026) pp.16 DreamFuse: Toward Realistic and Seamless Image Fusion Across Diverse Scenarios
vol.48 iss.8 (2026) pp.17 Motion2VecSets: Non-Rigid Shape Reconstruction and Tracking With 4D Latent Set Diffusion
vol.48 iss.8 (2026) pp.18 MAN++: Scaling Momentum Auxiliary Network for Supervised Local Learning in Vision Tasks
vol.48 iss.8 (2026) pp.15
vol.48 iss.8 (2026) pp.20 Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors From a Bi-level Optimization Perspective
vol.48 iss.8 (2026) pp.17 Adaptive Aggregation of Monte Carlo Augmented Decomposed Filters for Efficient Group-Equivariant Convolutional Neural Network
vol.48 iss.8 (2026) pp.17 Efficient Training of Large Vision Models via Advanced Automated Progressive Learning
vol.48 iss.8 (2026) pp.15 Hyper-Compression: Model Compression via Hyperfunction
vol.48 iss.8 (2026) pp.18 ChatTracker: Enhancing Visual Tracking via LLM-Driven Iterative Description Refinement
vol.48 iss.8 (2026) pp.17 Toward Ultrafast Depth Sensing via Active Event-Based Stereo Vision
vol.48 iss.8 (2026) pp.18 From Channel Bias to Feature Redundancy: Uncovering the “Less is More” Principle in Few-Shot Learning
vol.48 iss.8 (2026) pp.16 Beyond Support Samples: Incorporating Unlabeled Queries for Few-Shot Semantic Segmentation
vol.48 iss.8 (2026) pp.19 Confidence-Aware Pseudo-Label Self-Correction for Weakly Supervised Visual Grounding
vol.48 iss.8 (2026) pp.18 Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-Coupled Analysis
vol.48 iss.8 (2026) pp.17 Variational Bayesian Personalized Ranking
vol.48 iss.8 (2026) pp.17 DGPDL: Domain-Guided Prompt Distribution Learning for Generalizable Face Anti-Spoofing
vol.48 iss.8 (2026) pp.17 Concept Drift and Long-Tailed Distribution in Fine-Grained Visual Categorization: Benchmark and Method
vol.48 iss.8 (2026) pp.17 Bridging Datasets and Hyperparameters: GCN-Based Link Prediction for Recommendation
vol.48 iss.8 (2026) pp.14 HIMO: Cross-Arbitrary-Modality Image Invariant Feature Transform With Hierarchical Intrinsic Major Orientation
vol.48 iss.8 (2026) pp.18 Interacted Planes Reveal 3D Line Mapping
vol.48 iss.8 (2026) pp.16 Dream to Recall: Imagination-Guided Experience Retrieval for Memory-Persistent Vision-and-Language Navigation
vol.48 iss.8 (2026) pp.15 Distilling Object Detectors via Monte Carlo Dropout
vol.48 iss.8 (2026) pp.14 Multi-View Clustering via Bilaterally Constrained Anchor Graph
vol.48 iss.8 (2026) pp.14 Understanding the Effects of Projectors in Knowledge Distillation
vol.48 iss.8 (2026) pp.15 Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
vol.48 iss.8 (2026) pp.21 Principled Multimodal Representation Learning
vol.48 iss.8 (2026) pp.15 Out-of-Sight Embodied Agents: Multimodal Tracking, Sensor Fusion, and Trajectory Forecasting
vol.48 iss.8 (2026) pp.13 Mirror Descent Safe Policy Optimization for Reinforcement Learning Agents
vol.48 iss.8 (2026) pp.14 One-Step Diffusion and Flow Distillation Through Implicit Generator Matching
vol.48 iss.8 (2026) pp.12 Collaborative Multi-Modal Coding for High-Quality 3D Generation
vol.48 iss.8 (2026) pp.12 Harnessing Meta-Learning for Controllable Full-Frame Video Stabilization
vol.48 iss.8 (2026) pp.17 Stability and Generalization for Distributed SGDA
vol.48 iss.8 (2026) pp.13 OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models
vol.48 iss.8 (2026) pp.18 Revisiting Face Forgery Detection: From Facial Representation to Forgery Detection
vol.48 iss.8 (2026) pp.17 Fast and Scalable Hashing-Based Universal Graph Coarsening
vol.48 iss.8 (2026) pp.18 Track-On2: Enhancing Online Point Tracking With Memory
vol.48 iss.8 (2026) pp.16 Pragmatic Communication in Multi-Agent Collaborative Perception
vol.48 iss.8 (2026) pp.18 Sparse Variational Information Bottleneck Gaussian Processes for Uncertainty Estimation
vol.48 iss.8 (2026) pp.15 SCGT: Toward Scalable and Comprehensive Graph Transformer
vol.48 iss.8 (2026) pp.11 SHADOW: Secure Hidden Authenticating Digital Objects in the Wild
vol.48 iss.8 (2026) pp.14 Match Stereo Videos via Bidirectional Alignment
vol.48 iss.8 (2026) pp.17 A Pose-Only Geometric Constraint for Multi-Camera Pose Adjustment
vol.48 iss.8 (2026) pp.18 Robust Adaptation of Foundation Models With Black-Box Visual Prompting
vol.48 iss.8 (2026) pp.12 Deep Information-Balanced Multimodal Learning
vol.48 iss.8 (2026) pp.13 Learning Three-Domain Implicit Image Function for Arbitrary-Scale Light Field Super-Resolution
vol.48 iss.8 (2026) pp.18 Learning Continuous Spatiotemporal Implicit Neural Fields for Unsupervised Video Denoising
vol.48 iss.8 (2026) pp.19 Dual Geometry Margin Optimization for Coupled-Noisy Robust Ensemble Learning
vol.48 iss.8 (2026) pp.16 DrawMotion: Generating 3D Human Motions by Freehand Drawing
vol.48 iss.8 (2026) pp.17 Cross-Frequency Implicit Neural Representation With Self-Evolving Parameters
vol.48 iss.8 (2026) pp.19 Text4Seg++: Advancing Image Segmentation via Generative Language Modeling
vol.48 iss.8 (2026) pp.16 DreamFuse: Toward Realistic and Seamless Image Fusion Across Diverse Scenarios
vol.48 iss.8 (2026) pp.17 Motion2VecSets: Non-Rigid Shape Reconstruction and Tracking With 4D Latent Set Diffusion
vol.48 iss.8 (2026) pp.18 MAN++: Scaling Momentum Auxiliary Network for Supervised Local Learning in Vision Tasks
vol.48 iss.8 (2026) pp.15
