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Papers
1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains
COLING 2025
Integrating Inference and Experimental Design for Contextual Behavioral Model Learning
AAAI 2025
Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP
AAAI 2025
Logarithmic Regret for Nonlinear Control
L4DC 2025
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding
CVPR 2025
SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models
EMNLP 2025
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
ICML 2025
Understanding Factual Recall in Transformers via Associative Memories
ICLR 2025
Unlocking the Power of LSTM for Long Term Time Series Forecasting
AAAI 2025
A Sequential Learning-Based Approach for Monocular Human Performance Capture
WACV 2024
Bayesian Online Natural Gradient (BONG)
NeurIPS 2024
Function-space Parameterization of Neural Networks for Sequential Learning
ICLR 2024
Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration
NeurIPS 2024
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models
EMNLP 2024
Sequential learning of the Pareto front for multi-objective bandits
AISTATS 2024
Tensor-train methods for sequential state and parameter learning in state-space models
JMLR 2024
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers
JMLR 2023
Bayesian Design Principles for Frequentist Sequential Learning
ICML 2023
Behavioral Learning in Security Games: Threat of Multi-Step Manipulative Attacks
AAAI 2023
CITB: A Benchmark for Continual Instruction Tuning
EMNLP 2023
Competing for Shareable Arms in Multi-Player Multi-Armed Bandits
ICML 2023
Encoding Recurrence into Transformers
ICLR 2023
Event-based Temporally Dense Optical Flow Estimation with Sequential Learning
ICCV 2023
Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation
EMNLP 2023
Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space
ICML 2023