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Efficient Computing

6,876 papers

Papers per year

Papers

RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025
LoSA: Long-Short-Range Adapter for Scaling End-to-End Temporal Action Localization WACV 2025
ConvMixFormer- A Resource-Efficient Convolution Mixer for Transformer-Based Dynamic Hand Gesture Recognition WACV 2025
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets WACV 2025
ECF-YOLOv7-Tiny: Improving Feature Fusion and the Receptive Field for Lightweight Object Detectors WACV 2025
Efficient Environmental Claim Detection with Hyperbolic Graph Neural Networks AACL 2025
On Multilingual Encoder Language Model Compression for Low-Resource Languages AACL 2025
Do We Need Large VLMs for Spotting Soccer Actions? AACL 2025
Thesis Proposal: Efficient Methods for Natural Language Generation/Understanding Systems AACL 2025
Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment AACL 2025
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs AACL 2025
LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities AACL 2025
Whispering in Ol Chiki: Cross-Lingual Transfer Learning for Santali Speech Recognition AACL 2025
SiLQ: Simple Large Language Model Quantization-Aware Training AACL 2025
SemShareKV: Efficient KVCache Sharing for Semantically Similar Prompts via Token-Level LSH Matching AACL 2025
FB-RAG: Improving RAG with Forward and Backward Lookup AACL 2025
SLM-SQL: An Exploration of Small Language Models for Text-to-SQL AACL 2025
CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering AACL 2025
One-Pass to Reason: Token Duplication and Block-Sparse Mask for Efficient Fine-Tuning on Multi-Turn Reasoning AACL 2025
Efficient Decoding Methods for Language Models on Encrypted Data AACL 2025
PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint AACL 2025
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models AACL 2025
An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation AACL 2025
Benchmarking Hindi LLMs: A New Suite of Datasets and a Comparative Analysis AACL 2025
DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction AACL 2025