Research Trend Radar 100 active topics
week-over-week growth · computed from paper titles & abstracts · not citation-based
| # | Topic | This Week | Last Week | WoW |
|---|---|---|---|---|
| 1 | representation | 53 | 69 | -23% |
| 2 | segmentation | 49 | 45 | +9% |
| 3 | graph | 48 | 62 | -22% |
| #4 | diffusion | 46 | 61 | -24% |
| #5 | alignment | 45 | 46 | -2% |
| #6 | memory | 41 | 46 | -11% |
| #7 | prediction | 41 | 66 | -37% |
| #8 | reinforcement | 39 | 53 | -26% |
| #9 | foundation | 38 | 38 | +0% |
| #10 | generative | 38 | 52 | -26% |
| #11 | retrieval | 36 | 47 | -23% |
| #12 | vision-language | 36 | 48 | -24% |
| #13 | latent | 34 | 28 | +21% |
| #14 | flow | 33 | 26 | +26% |
| #15 | benchmarking | 32 | 41 | -21% |
| #16 | transformer | 31 | 33 | -6% |
| #17 | multi-agent | 31 | 43 | -27% |
| #18 | recognition | 30 | 24 | +24% |
| #19 | semantic | 30 | 52 | -42% |
| #20 | context | 29 | 24 | +20% |
| #21 | estimation | 29 | 29 | +0% |
| #22 | search | 28 | 27 | +4% |
| #23 | token | 27 | 20 | +33% |
| #24 | adaptive | 27 | 39 | -30% |
| #25 | reconstruction | 26 | 34 | -23% |
| #26 | matching | 25 | 22 | +13% |
| #27 | sparse | 25 | 27 | -7% |
| #28 | adaptation | 25 | 32 | -21% |
| #29 | feature | 25 | 32 | -21% |
| #30 | classification | 25 | 36 | -30% |
| #31 | text | 25 | 37 | -32% |
| #32 | control | 25 | 48 | -47% |
| #33 | modeling | 25 | 54 | -53% |
| #34 | distillation | 24 | 34 | -29% |
| #35 | selection | 23 | 28 | -17% |
| #36 | gaussian | 23 | 28 | -17% |
| #37 | dynamic | 23 | 33 | -29% |
| #38 | inference | 23 | 49 | -52% |
| #39 | fine-tuning | 22 | 15 | +44% |
| #40 | attention | 22 | 28 | -21% |
| #41 | scientific | 20 | 19 | +5% |
| #42 | safety | 20 | 21 | -5% |
| #43 | online | 20 | 21 | -5% |
| #44 | causal | 20 | 22 | -9% |
| #45 | embedding | 20 | 32 | -36% |
| #46 | medical | 20 | 33 | -38% |
| #47 | object | 20 | 33 | -38% |
| #48 | long-horizon | 19 | 22 | -13% |
| #49 | signal | 18 | 14 | +27% |
| #50 | clinical | 18 | 18 | +0% |
| #51 | decoding | 18 | 20 | -10% |
| #52 | compression | 18 | 25 | -27% |
| #53 | temporal | 18 | 30 | -39% |
| #54 | forecasting | 18 | 30 | -39% |
| #55 | refinement | 17 | 14 | +20% |
| #56 | space | 17 | 20 | -14% |
| #57 | geometry | 17 | 26 | -33% |
| #58 | transfer | 16 | 14 | +13% |
| #59 | training-free | 16 | 18 | -11% |
| #60 | test-time | 16 | 19 | -15% |
| #61 | routing | 16 | 22 | -26% |
| #62 | attack | 16 | 23 | -29% |
| #63 | dynamics | 16 | 25 | -35% |
| #64 | action | 16 | 27 | -39% |
| #65 | scaling | 16 | 33 | -50% |
| #66 | perspective | 15 | 5 | +167% |
| #67 | label | 15 | 9 | +60% |
| #68 | synthetic | 15 | 13 | +14% |
| #69 | auditing | 15 | 13 | +14% |
| #70 | scene | 15 | 13 | +14% |
| #71 | preference | 15 | 16 | -6% |
| #72 | verification | 15 | 19 | -20% |
| #73 | code | 15 | 19 | -20% |
| #74 | automated | 15 | 19 | -20% |
| #75 | autonomous | 15 | 20 | -24% |
| #76 | skill | 15 | 22 | -30% |
| #77 | fusion | 15 | 24 | -36% |
| #78 | hybrid | 15 | 24 | -36% |
| #79 | localization | 14 | 9 | +50% |
| #80 | diagnosis | 14 | 12 | +15% |
| #81 | before | 14 | 13 | +7% |
| #82 | prompt | 14 | 14 | +0% |
| #83 | research | 14 | 16 | -12% |
| #84 | linear | 14 | 16 | -12% |
| #85 | recommendation | 14 | 16 | -12% |
| #86 | domain | 14 | 17 | -17% |
| #87 | hierarchical | 14 | 20 | -29% |
| #88 | retrieval-augmented | 14 | 21 | -32% |
| #89 | vision | 14 | 22 | -35% |
| #90 | federated | 14 | 22 | -35% |
| #91 | architecture | 14 | 29 | -50% |
| #92 | failure | 14 | 31 | -53% |
| #93 | structured | 14 | 32 | -55% |
| #94 | small | 13 | 6 | +100% |
| #95 | conversational | 13 | 8 | +56% |
| #96 | error | 13 | 9 | +40% |
| #97 | flow matching | 13 | 10 | +27% |
| #98 | hallucination | 13 | 11 | +17% |
| #99 | extraction | 13 | 12 | +8% |
| #100 | reward | 13 | 12 | +8% |