Roger Zimmermann

38 papers · 2018–2026 · 14 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🐝 Cross-Pollinator (6)

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (14) 🏃 Academic Marathon (7) 🔬 Deep Specialist (10) 🏆 Grand Slam 🔥 Unstoppable (8) 🚀 Conference Pioneer 💎 Century Club (37) ⚡ Prolific Year (7) 📈 Trend Setter 🗃️ Keyword Collector (192)

Conferences

AAAI (13) NAACL (5) ACL (3) IJCAI (3) CVPR (2) EMNLP (2) ICLR (2) NIPS (2) COLING (1) ECCV (1) ICCV (1) ICML (1) INTERSPEECH (1) WACV (1)

Top co-authors

Yuxuan Liang (9) Devamanyu Hazarika (9) Yifang Yin (8) Soujanya Poria (8) Rajiv Ratn Shah (8) Yaman Kumar (6) Yutong Xia (5) Zhenguang Liu (5) Erik Cambria (4) Debanjan Mahata (4)

Research topics

Education (1)

Keywords

multimodal learning (5) text classification (4) deep learning (4) visual speech recognition (3) unsupervised learning (2) multi-view learning (2) video understanding (2) knowledge transfer (2) semantic segmentation (2) speech synthesis (2) domain adaptation (2) sarcasm detection (2) model robustness (2) time series forecasting (2) attention mechanism (2) causal inference (2) sentiment analysis (2) natural language processing (2) emotion recognition (2) long short-term memory (2)

Papers

OSCBench: Benchmarking Object State Change in Text-to-Video Generation ACL 2026 Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025 Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation AAAI 2025 Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications AAAI 2025 Generalized Video Moment Retrieval ICLR 2025 Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts ICML 2025 Graph Lottery Ticket Automated ICLR 2024 Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024 SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection AAAI 2024 Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach IJCAI 2024 AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NIPS 2023 LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting NIPS 2023 CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training ICCV 2023 Analyzing Modality Robustness in Multimodal Sentiment Analysis NAACL 2022 So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ACL 2022 DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition ECCV 2022 A Context-Enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection WACV 2022 Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning AAAI 2021 A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis AAAI 2021 Domain Divergences: A Survey and Empirical Analysis NAACL 2021 Causal Augmentation for Causal Sentence Classification EMNLP 2021 Modeling Trajectories with Neural Ordinary Differential Equations IJCAI 2021 Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data AAAI 2020 Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition AAAI 2020 Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper) ACL 2019 MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices INTERSPEECH 2019 Lipper: Synthesizing Thy Speech Using Multi-View Lipreading AAAI 2019 Get IT Scored Using AutoSAS — An Automated System for Scoring Short Answers AAAI 2019 Mind Your Language: Abuse and Offense Detection for Code-Switched Languages AAAI 2019 Lipper: Speaker Independent Speech Synthesis Using Multi-View Lipreading AAAI 2019 Towards Natural and Accurate Future Motion Prediction of Humans and Animals CVPR 2019 Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos NAACL 2018 LSTM Networks for Online Cross-Network Recommendations IJCAI 2018 CASCADE: Contextual Sarcasm Detection in Online Discussion Forums COLING 2018 ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection EMNLP 2018 Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis NAACL 2018 Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings NAACL 2018