Track the trends of hot topics in AI conferences.
Conferences included: CVPR, ICML, ICLR, NIPS.
| Type | Topics |
|---|---|
| Top 5 topics | 'graph', 'zero_few-shot', 'llm', 'optimization', 'transformer' |
| Emerging topics | 'deformation', 'autonomous driving', 'object detection', 'splatting', 'token' |
| Fading topics | 'curriculum learning', 'vae', 'rl', 'weakly-supervised', 'imitation learning' |
| Type | Topics |
|---|---|
| Top 5 topics | '3d', 'generative model', 'segmentation', 'multimodal', 'zero_few-shot' |
| Emerging topics | 'high-fidelity', 'optical flow', 'streaming', 'self-learning', 'decomposition' |
| Fading topics | 'time series forecasting', 'curriculum learning', 'text-video', 'self-supervision', 'meta-learning' |
| Type | Topics |
|---|---|
| Top 5 topics | zero_few-shot, graph, representation, optimization, transformer |
| Emerging topics | 'biased', 'token', 'text-guided', 'self-learning', 'autonomous driving' |
| Fading topics | 'self-supervision', 'enhancement', 'weakly-supervised', 'category discovery', 'decision trees' |
| Type | Topics |
|---|---|
| Top 5 topics | 'object detection', 'zero_few-shot', 'graph', 'optimization', 'llm' |
| Emerging topics | 'object detection', 'radiance field', 'motion', 'differential equation solving', 'rl' |
| Fading topics | 'decision trees', 'vae', 'multi-agent', 'sparse', 'self-supervision' |
| Type | Topics |
|---|---|
| Top 5 topics | 'object detection', '3d', 'segmentation', 'transformer', 'zero_few-shot' |
| Type | Topics |
|---|---|
| Top 5 topics | 'zero_few-shot', 'graph', 'optimization', 'reinforcement learning', 'representation' |
| Emerging topics | 'motion', 'decision trees', 'radiance field', 'diffusion models', 'federated learning' |
| Fading topics | 'self-supervision', 'multi-agent', 'contrastive learning', 'meta-learning', 'transfer learning' |
| Type | Topics |
|---|---|
| Top 5 topics | '3d', 'zero_few-shot', 'transformer', 'segmentation', 'multimodal' |
| Emerging topics | 'imitation learning', 'radiance field', 'motion', 'diffusion models', 'multi-agent' |
| Fading topics | 'vae', 'offline reinforcement learning', 'low-rank', 'bayesian', 'online learning' |
| Type | Topics |
|---|---|
| Top 5 topics | zero_few-shot, graph, representation, optimization, transformer |
| Emerging topics | diffusion models, self-supervision, llm |
| Fading topics | 3d, segmentation, vae, flow, bayesian |
Notes:
- Top 5 topics: topics with the number of articles among the top 5.
- Emerging topics: topics with increasing ratio among the top 5.
- Fading topics: topics with decreasing ratio among the top 5.
License: MIT license