Image de couverture de livre

Consistency Regularization for Domain Generalization with Logit Attribution Matching

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Gao, Han, Li, Kaican, Xie, Weiyan, Lin, Zhi, Huang, Yongxiang, Wang, Luning, Cao, Caleb Chen, Zhang, Nevin L.
Format:	Preprint
Publié:	2023
Sujets:	Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
par: Li, Kaican, et autres
Publié: (2024)

CannyEdit: Selective Canny Control and Dual-Prompt Guidance for Training-Free Image Editing
par: Xie, Weiyan, et autres
Publié: (2025)

The Implicit Bias of Logit Regularization
par: Beck, Alon, et autres
Publié: (2026)

InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search
par: Li, Kaican, et autres
Publié: (2025)

Moment Alignment: Unifying Gradient and Hessian Matching for Domain Generalization
par: Chen, Yuen, et autres
Publié: (2025)

Federated Conditional Conformal Prediction via Generative Models
par: Xu, Rui, et autres
Publié: (2025)

Guardrails in Logit Space: Safety Token Regularization for LLM Alignment
par: Bach, Thong, et autres
Publié: (2026)

Spectral Logit Sculpting: Adaptive Low-Rank Logit Transformation for Controlled Text Generation
par: Li, Jin, et autres
Publié: (2025)

Enhancing Certified Robustness via Block Reflector Orthogonal Layers and Logit Annealing Loss
par: Lai, Bo-Han, et autres
Publié: (2025)

Deconstructing Positional Information: From Attention Logits to Training Biases
par: Gu, Zihan, et autres
Publié: (2025)

Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
par: Huang, Zijie, et autres
Publié: (2024)

GRIT: Graph-Regularized Logit Refinement for Zero-shot Cell Type Annotation
par: Hu, Tianxiang, et autres
Publié: (2025)

MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification
par: Sirbu, Iustin, et autres
Publié: (2025)

DSP-Reg: Domain-Sensitive Parameter Regularization for Robust Domain Generalization
par: Han, Xudong, et autres
Publié: (2026)

Logit-KL Flow Matching: Non-Autoregressive Text Generation via Sampling-Hybrid Inference
par: Sevriugov, Egor, et autres
Publié: (2024)

Logits-Based Finetuning
par: Li, Jingyao, et autres
Publié: (2025)

An Adversarial Example for Direct Logit Attribution: Memory Management in GELU-4L
par: Janiak, Jett, et autres
Publié: (2023)

Contextual Multinomial Logit Bandits with General Value Functions
par: Zhang, Mengxiao, et autres
Publié: (2024)

Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
par: Li, Long-Fei, et autres
Publié: (2024)

Attribution Regularization for Multimodal Paradigms
par: Yerramilli, Sahiti, et autres
Publié: (2024)

RNACG: A Universal RNA Sequence Conditional Generation model based on Flow-Matching
par: Gao, Letian, et autres
Publié: (2024)

Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity
par: Chen, Yuhang, et autres
Publié: (2024)

How Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysis
par: Dong, Yuxin, et autres
Publié: (2024)

Distribution Matching via Generalized Consistency Models
par: Shrestha, Sagar, et autres
Publié: (2025)

Stabilizing Policy Optimization via Logits Convexity
par: Chen, Hongzhan, et autres
Publié: (2026)

Logits Poisoning Attack in Federated Distillation
par: Tang, Yuhan, et autres
Publié: (2024)

Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
par: Ma, Mingyu Derek, et autres
Publié: (2025)

Mitigating Spurious Correlations with Causal Logit Perturbation
par: Zhou, Xiaoling, et autres
Publié: (2025)

Local Flow Matching Generative Models
par: Xu, Chen, et autres
Publié: (2024)

Swapped Logit Distillation via Bi-level Teacher Alignment
par: Limantoro, Stephen Ekaputra, et autres
Publié: (2025)

Online Continual Learning via Logit Adjusted Softmax
par: Huang, Zhehao, et autres
Publié: (2023)

Leveraging Information Consistency in Frequency and Spatial Domain for Adversarial Attacks
par: Jin, Zhibo, et autres
Publié: (2024)

DALD: Improving Logits-based Detector without Logits from Black-box LLMs
par: Zeng, Cong, et autres
Publié: (2024)

Compositional Generalization in Autoregressive Models via Logit Composition
par: Kumar, Aakash, et autres
Publié: (2026)

Top-$nσ$: Not All Logits Are You Need
par: Tang, Chenxia, et autres
Publié: (2024)

Robust Conditional Conformal Prediction via Branched Normalizing Flow
par: Xu, Rui, et autres
Publié: (2026)

JoPA:Explaining Large Language Model's Generation via Joint Prompt Attribution
par: Chang, Yurui, et autres
Publié: (2024)

Causally Inspired Regularization Enables Domain General Representations
par: Salaudeen, Olawale, et autres
Publié: (2024)

Vision and Language Integration for Domain Generalization
par: Wang, Yanmei, et autres
Publié: (2025)

Peak-Controlled Logits Poisoning Attack in Federated Distillation
par: Tang, Yuhan, et autres
Publié: (2024)