DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Bajpai, Divya Jyoti, Hanawal, Manjesh Kumar |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
CEEBERT: Cross-Domain Inference in Early Exit BERT
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and Reliability
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
Distributed Inference on Mobile Edge and Cloud: An Early Exit based Clustering Approach
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
BEEM: Boosting Performance of Early Exit DNNs using Multi-Exit Classifiers as Experts
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
A Survey of Early Exit Deep Neural Networks in NLP
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
Know What You Don't Know: Selective Prediction for Early Exit DNNs
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
I-SplitEE: Image classification in Split Computing DNNs with Early Exits
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
FREE: Fast and Robust Vision Language Models with Early Exits
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
Distributed Inference on Mobile Edge and Cloud: A Data-Cartography based Clustering Approach
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
EE-Tuning: An Economical yet Scalable Solution for Tuning Early-Exit Large Language Models
by: Pan, Xuchen, et al.
Published: (2024)
by: Pan, Xuchen, et al.
Published: (2024)
Dynamic Early Exit in Reasoning Models
by: Yang, Chenxu, et al.
Published: (2025)
by: Yang, Chenxu, et al.
Published: (2025)
FlashThink: An Early Exit Method For Efficient Reasoning
by: Jiang, Guochao, et al.
Published: (2025)
by: Jiang, Guochao, et al.
Published: (2025)
ADEPT: Adaptive Dynamic Early-Exit Process for Transformers
by: Yoo, Sangmin, et al.
Published: (2026)
by: Yoo, Sangmin, et al.
Published: (2026)
The Diminishing Returns of Early-Exit Decoding in Modern LLMs
by: Wei, Rui, et al.
Published: (2026)
by: Wei, Rui, et al.
Published: (2026)
FAIR: Filtering of Automatically Induced Rules
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
Early Detection and Reduction of Memorisation for Domain Adaptation and Instruction Tuning
by: Slack, Dean L., et al.
Published: (2025)
by: Slack, Dean L., et al.
Published: (2025)
Dynamic Vocabulary Pruning in Early-Exit LLMs
by: Vincenti, Jort, et al.
Published: (2024)
by: Vincenti, Jort, et al.
Published: (2024)
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
by: Zhao, Haozhe, et al.
Published: (2024)
by: Zhao, Haozhe, et al.
Published: (2024)
BEExformer: A Fast Inferencing Binarized Transformer with Early Exits
by: Ansar, Wazib, et al.
Published: (2024)
by: Ansar, Wazib, et al.
Published: (2024)
FlowCast: Trajectory Forecasting for Scalable Zero-Cost Speculative Flow Matching
by: Bajpai, Divya Jyoti, et al.
Published: (2026)
by: Bajpai, Divya Jyoti, et al.
Published: (2026)
Pipeline Parallelism is All You Need for Optimized Early-Exit Based Self-Speculative Decoding
by: Li, Ruanjun, et al.
Published: (2025)
by: Li, Ruanjun, et al.
Published: (2025)
The Zero-Step Thinking: An Empirical Study of Mode Selection as Harder Early Exit in Reasoning Models
by: Tan, Yuqiao, et al.
Published: (2025)
by: Tan, Yuqiao, et al.
Published: (2025)
Unsupervised Cycle Detection in Agentic Applications
by: George, Felix, et al.
Published: (2025)
by: George, Felix, et al.
Published: (2025)
Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments
by: Lu, Qingyu, et al.
Published: (2025)
by: Lu, Qingyu, et al.
Published: (2025)
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
by: Elhoushi, Mostafa, et al.
Published: (2024)
by: Elhoushi, Mostafa, et al.
Published: (2024)
One Jump Is All You Need: Short-Cutting Transformers for Early Exit Prediction with One Jump to Fit All Exit Levels
by: Seshadri, Amrit Diggavi
Published: (2025)
by: Seshadri, Amrit Diggavi
Published: (2025)
Defending against Jailbreak through Early Exit Generation of Large Language Models
by: Zhao, Chongwen, et al.
Published: (2024)
by: Zhao, Chongwen, et al.
Published: (2024)
TERMINATOR: Learning Optimal Exit Points for Early Stopping in Chain-of-Thought Reasoning
by: Nagle, Alliot, et al.
Published: (2026)
by: Nagle, Alliot, et al.
Published: (2026)
SpecExit: Accelerating Large Reasoning Model via Speculative Exit
by: Yang, Rubing, et al.
Published: (2025)
by: Yang, Rubing, et al.
Published: (2025)
Domain Adaptation of LLMs for Process Data
by: Oyamada, Rafael Seidi, et al.
Published: (2025)
by: Oyamada, Rafael Seidi, et al.
Published: (2025)
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference
by: Zeng, Ziqian, et al.
Published: (2023)
by: Zeng, Ziqian, et al.
Published: (2023)
Domain-Specific Data Generation Framework for RAG Adaptation
by: Tian, Chris Xing, et al.
Published: (2025)
by: Tian, Chris Xing, et al.
Published: (2025)
FastFlow: Accelerating The Generative Flow Matching Models with Bandit Inference
by: Bajpai, Divya Jyoti, et al.
Published: (2026)
by: Bajpai, Divya Jyoti, et al.
Published: (2026)
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction
by: Hua, Yuncheng, et al.
Published: (2024)
by: Hua, Yuncheng, et al.
Published: (2024)
DistrEE: Distributed Early Exit of Deep Neural Network Inference on Edge Devices
by: Peng, Xian, et al.
Published: (2025)
by: Peng, Xian, et al.
Published: (2025)
Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain
by: Luo, Yuanchang, et al.
Published: (2024)
by: Luo, Yuanchang, et al.
Published: (2024)
Thai Financial Domain Adaptation of THaLLE -- Technical Report
by: Labs, KBTG, et al.
Published: (2024)
by: Labs, KBTG, et al.
Published: (2024)
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
by: Liu, An, et al.
Published: (2024)
by: Liu, An, et al.
Published: (2024)
Similar Items
-
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation
by: Bajpai, Divya Jyoti, et al.
Published: (2024) -
CEEBERT: Cross-Domain Inference in Early Exit BERT
by: Bajpai, Divya Jyoti, et al.
Published: (2024) -
Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and Reliability
by: Bajpai, Divya Jyoti, et al.
Published: (2025) -
Distributed Inference on Mobile Edge and Cloud: An Early Exit based Clustering Approach
by: Bajpai, Divya Jyoti, et al.
Published: (2024) -
BEEM: Boosting Performance of Early Exit DNNs using Multi-Exit Classifiers as Experts
by: Bajpai, Divya Jyoti, et al.
Published: (2025)