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2020 – today
- 2025
[i13]Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma:
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems. CoRR abs/2505.03140 (2025)- [i12]Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma:
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains. CoRR abs/2505.07274 (2025) - [i11]Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma:
Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments. CoRR abs/2505.08299 (2025) - [i10]Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma:
Image Segmentation with Large Language Models: A Survey with Perspectives for Intelligent Transportation Systems. CoRR abs/2506.14096 (2025) - [i9]Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma:
Large Language Models for Crash Detection in Video: A Survey of Methods, Datasets, and Challenges. CoRR abs/2507.02074 (2025) - [i8]Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma:
Detecting and Mitigating Reward Hacking in Reinforcement Learning Systems: A Comprehensive Empirical Study. CoRR abs/2507.05619 (2025) - [i7]Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma:
Inducing Faithfulness in Structured Reasoning via Counterfactual Sensitivity. CoRR abs/2509.01544 (2025) - [i6]Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma:
Differentiable Entropy Regularization for Geometry and Neural Networks. CoRR abs/2509.03733 (2025) - [i5]Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma:
What Fundamental Structure in Reward Functions Enables Efficient Sparse-Reward Learning? CoRR abs/2509.03790 (2025) - [i4]Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma:
Selective Risk Certification for LLM Outputs via Information-Lift Statistics: PAC-Bayes, Robustness, and Skeleton Design. CoRR abs/2509.12527 (2025) - [i3]Ibne Farabi Shihab, Weiheng Chai, Jiyang Wang, Sanjeda Akter, Senem Velipasalar Gursoy, Anuj Sharma:
Calibrated and Resource-Aware Super-Resolution for Reliable Driver Behavior Analysis. CoRR abs/2509.23535 (2025) - [i2]Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma:
Valid Stopping for LLM Generation via Empirical Dynamic Formal Lift. CoRR abs/2510.06478 (2025) - [i1]Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma:
Temporal Zoom Networks: Distance Regression and Continuous Depth for Efficient Action Localization. CoRR abs/2511.03943 (2025)
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