Imagen de Portada

Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Palumbo, Nils, Guo, Yang, Wu, Xi, Chen, Jiefeng, Liang, Yingyu, Jha, Somesh
Formato:	Preprint
Publicado:	2023
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Two Heads are Better than One: Robust Learning Meets Multi-branch Models
por: Zhang, Zongyuan, et al.
Publicado: (2022)

Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors
por: Graf, Victoria, et al.
Publicado: (2024)

One LMC Is Better than Two
Publicado: (1973)

Two Heads Are Better than One: Simulating Large Transformers with Small Ones
por: Yu, Hantao, et al.
Publicado: (2025)

Two Heads Better than One: Dual Degradation Representation for Blind Super-Resolution
por: Yuan, Hsuan, et al.
Publicado: (2025)

How Not to Detect Prompt Injections with an LLM
por: Choudhary, Sarthak, et al.
Publicado: (2025)

Dependency-Aware Privacy for Multi-turn Agents
por: Anshumaan, Divyam, et al.
Publicado: (2026)

Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models
por: Jung, Yoojin, et al.
Publicado: (2025)

Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentation
por: Cuevas-Velasquez, Hanz, et al.
Publicado: (2021)

Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
por: Zhang, Yichi, et al.
Publicado: (2024)

Meta Co-Training: Two Views are Better than One
por: Rothenberger, Jay C., et al.
Publicado: (2023)

Two Heads are Better than One: Distilling Large Language Model Features Into Small Models with Feature Decomposition and Mixture
por: Fu, Tianhao, et al.
Publicado: (2025)

Two Heads Are Better than One: Influencing Preservice Classroom Teachers' Understanding and Practice of Classroom-Library Collaboration
por: Moreillon, Judi
Publicado: (2008)

Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
por: Zhang, Guibin, et al.
Publicado: (2024)

Two Heads Are Better than One: Model-Weight and Latent-Space Analysis for Federated Learning on Non-iid Data against Poisoning Attacks
por: Lyu, Xingyu, et al.
Publicado: (2025)

Two Heads are Better Than One: Team Teaching in the Information Age.
por: Jurena, Donna Phin, et al.
Publicado: (1997)

Don't Squander Your Transition Year: Two Heads Are Better Than One
por: Trey Guinn, et al.
Publicado: (2025)

This Looks Better than That: Better Interpretable Models with ProtoPNeXt
por: Willard, Frank, et al.
Publicado: (2024)

Through the Stealth Lens: Attention-Aware Defenses Against Poisoning in RAG
por: Choudhary, Sarthak, et al.
Publicado: (2025)

Two Heads Are Better Than One: Averaging along Fine-Tuning to Improve Targeted Transferability
por: Zeng, Hui, et al.
Publicado: (2024)

ATLAS: Constraints-Aware Multi-Agent Collaboration for Real-World Travel Planning
por: Choi, Jihye, et al.
Publicado: (2025)

When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making
por: Donahue, Kate, et al.
Publicado: (2023)

Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time
por: Li, Jiazheng, et al.
Publicado: (2025)

Joint Decision-Making in Robot Teleoperation: When are Two Heads Better Than One?
por: Nguyen, Duc-An, et al.
Publicado: (2025)

Disentangling Tabular Data Towards Better One-Class Anomaly Detection
por: Ye, Jianan, et al.
Publicado: (2024)

Two Is Better Than One: Rotations Scale LoRAs
por: Guo, Hongcan, et al.
Publicado: (2025)

Two Heads Are Better Than One: Integrating Knowledge from Knowledge Graphs and Large Language Models for Entity Alignment
por: Yang, Linyao, et al.
Publicado: (2024)

Validating Mechanistic Interpretations: An Axiomatic Approach
por: Palumbo, Nils, et al.
Publicado: (2024)

Formal Policy Enforcement for Real-World Agentic Systems
por: Palumbo, Nils, et al.
Publicado: (2026)

Lower Difficulty and Better Robustness: A Bregman Divergence Perspective for Adversarial Training
por: Wu, Zihui, et al.
Publicado: (2022)

Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency
por: Ingwersen, Christian Keilstrup, et al.
Publicado: (2023)

Two Sparse Matrices are Better than One: Sparsifying Neural Networks with Double Sparse Factorization
por: Boža, Vladimír, et al.
Publicado: (2024)

Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations
por: Cohen, Lee, et al.
Publicado: (2025)

Towards Adversarial Robustness And Backdoor Mitigation in SSL
por: Satpathy, Aryan, et al.
Publicado: (2024)

Two Heads Are Better Than One: Audio-Visual Speech Error Correction with Dual Hypotheses
por: Kim, Sungnyun, et al.
Publicado: (2025)

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction
por: Rosser, Mitchell, et al.
Publicado: (2024)

Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning
por: Jin, Can, et al.
Publicado: (2025)

NLP Methods May Actually Be Better Than Professors at Estimating Question Difficulty
por: Zotos, Leonidas, et al.
Publicado: (2025)

Better than a Dog
Publicado: (2005)

Better than a cure
Publicado: (1995)