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Papers
DivMerge: A divergence-based model merging method for multi-tasking
EACL 2026
Fusion of Depth and Semantics for Probabilistic Floorplan Localization
CVPR 2026
Leveraging Class Distributions in CLIP for Weakly Supervised Semantic Segmentation
CVPR 2026
Syllable Structures Across Arabic Varieties
EACL 2026
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
NAACL 2025
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge
ICLR 2025
Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics
EMNLP 2025
DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification
IJCAI 2025
Efficient Multi-modal Long Context Learning for Training-free Adaptation
ICML 2025
Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence
ICML 2025
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization
AAAI 2025
Information Integration in Large Language Models is Gated by Linguistic Structural Markers
EMNLP 2025
LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty
CVPR 2025
Quantifying and Narrowing the Unknown: Interactive Text-to-Video Retrieval via Uncertainty Minimization
ICCV 2025
Revisiting Interpolation for Noisy Label Correction
AAAI 2025
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification
EMNLP 2025
Single-View Graph Contrastive Learning with Soft Neighborhood Awareness
AAAI 2025
Towards Better Robustness Against Natural Corruptions in Document Tampering Localization
AAAI 2025
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models
CVPR 2024
Back to the Stats: Rescuing Low Resource Neural Machine Translation with Statistical Methods
EMNLP 2024
DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution
UAI 2024
Experimental versus In-Corpus Variation in Referring Expression Choice
COLING 2024
Rates of convergence for density estimation with generative adversarial networks
JMLR 2024
Robust Evaluation Measures for Evaluating Social Biases in Masked Language Models
AAAI 2024
The Sample Complexity of Simple Binary Hypothesis Testing
COLT 2024