Homa Fashandi

4 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

EMNLP (2) CVPR (1) Interspeech (1)

Top co-authors

Yixiao Wang (2) Kevin Ferreira (2) Jiayi Liu (1) Shengdong Zhang (1) Nikhil Verma (1) Anith Selvakumar (1) Manasa Bharadwaj (1) Chul Lee (1) Ehsan Nezhadarya (1) Harmanpreet Singh (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Core AI (2) Core Methods (2) Learning Types (2) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Analysis (1) Generation (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

large language model (2) batch normalization (1) audio-visual learning (1) neural network optimization (1) speaker verification (1) distance metric learning (1) convergence rate (1) multi-turn interaction (1) edge computing (1) personality trait (1) few-shot classification (1) agent system (1) user preference (1) dialogue agent (1) quantized language model (1) speaker representation (1) personality consistency (1) big five personality (1) travel planning (1) large language model agent (1)

Papers

Getting More for Less: Using Weak Labels and AV-Mixup for Robust Audio-Visual Speaker Verification Interspeech 2024 Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents EMNLP 2024 Personal Large Language Model Agents: A Case Study on Tailored Travel Planning EMNLP 2024 Stochastic Whitening Batch Normalization CVPR 2021