Harshavardhan Kamarthi
6 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (22)
π£
Hot Topic Early Bird
Conferences
NIPS (3)
ACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
time series forecasting
(3)
zero-shot learning
(2)
transfer learning
(2)
domain adaptation
(2)
time series analysis
(2)
in-context learning
(1)
prompt engineering
(1)
data integration
(1)
multimodal learning
(1)
modality alignment
(1)
time series classification
(1)
time series
(1)
uncertainty quantification
(1)
probabilistic model
(1)
pre-trained model
(1)
pretrained model
(1)
adaptive segmentation
(1)
tokenized representation
(1)
textual datum
(1)
neural process
(1)
Papers
Large Pre-trained time series models for cross-domain Time series analysis tasks
NIPS 2024
Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis
NIPS 2024
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting
ACL 2024
Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning
ICML 2024
Back2Future: Leveraging Backfill Dynamics for Improving Real-time Predictions in Future
ICLR 2022
When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting
NIPS 2021