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研究趋势

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数据来自 Hugging Face 论文的 AI 提取关键词,按月统计研究方向的增长与热度。

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transformers 相关论文

23 篇论文 · 按点赞排序

22

RWKV: Reinventing RNNs for the Transformer Era

Bo Peng, Eric Alcaide, Quentin Anthony +27 authors

A new architecture, RWKV, combines the parallelizable training of Transformers with the efficient inference of RNNs, achieving linear scaling and matching performance.

20Transformersrecurrent neural networks (RNNs)HF ↗arXiv ↗
23

Scaling MLPs: A Tale of Inductive Bias

Gregor Bachmann, Sotiris Anagnostidis, Thomas Hofmann

MLPs achieve competitive performance on vision tasks with large-scale pre-training, challenging the narrative that inductive bias is necessary for high accuracy.

17multi-layer perceptron (MLP)inductive biasHF ↗arXiv ↗
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近 6 个月
1
in-context learningNEW
35 篇论文
2
llmNEW
34 篇论文
3
mllmsNEW
29 篇论文
4
mathematical reasoningNEW
26 篇论文
5
ditNEW
12 篇论文
6
quantizationNEW
12 篇论文
7
curriculum learningNEW
12 篇论文
8
next-token predictionNEW
12 篇论文
9
large reasoning modelsNEW
11 篇论文
10
distillationNEW
11 篇论文
11
zero-shotNEW
11 篇论文
12
llm-as-a-judgeNEW
10 篇论文
13
instruction-followingNEW
10 篇论文
14
multimodal benchmarksNEW
10 篇论文
15
livecodebenchNEW
10 篇论文
16
vision-language model+300%
26 篇论文
17
diffusion models+200%
74 篇论文
18
reinforcement learning with verifiable rewards+200%
17 篇论文
19
rlvr+200%
13 篇论文
20
autonomous agents+200%
12 篇论文

最热方向

按总量
1
large language models
319 篇论文
2
reinforcement learning
201 篇论文
3
llms
167 篇论文
4
supervised fine-tuning
86 篇论文
5
fine-tuning
75 篇论文
6
diffusion models
74 篇论文
7
multimodal large language models
70 篇论文
8
large language models (llms)
55 篇论文
9
vision-language models
54 篇论文
10
gpt-4
49 篇论文
11
grpo
39 篇论文
12
mixture-of-experts
38 篇论文
13
large language model
38 篇论文
14
in-context learning
35 篇论文
15
reasoning
35 篇论文
16
llm
34 篇论文
17
language models
33 篇论文
18
video generation
29 篇论文
19
mllms
29 篇论文
20
chain-of-thought
29 篇论文
21
multimodal models
28 篇论文
22
parameter-efficient fine-tuning
27 篇论文
23
lora
27 篇论文
24
gpt-4o
27 篇论文
25
image generation
26 篇论文
26
vision-language model
26 篇论文
27
mathematical reasoning
26 篇论文
28
text-to-image generation
25 篇论文
29
benchmark
25 篇论文
30
instruction tuning
24 篇论文
31
benchmarks
23 篇论文
32
sft
23 篇论文
33
transformers
23 篇论文
34
transformer
22 篇论文
35
pre-training
22 篇论文
36
latent space
20 篇论文
37
code generation
20 篇论文
38
llama
20 篇论文
39
vlms
20 篇论文
40
gsm8k
20 篇论文
41
image editing
19 篇论文
42
hallucinations
19 篇论文
43
diffusion model
19 篇论文
44
vision-language-action models
18 篇论文
45
group relative policy optimization
18 篇论文
46
rl
18 篇论文
47
retrieval-augmented generation
18 篇论文
48
multimodal reasoning
18 篇论文
49
on-policy distillation
17 篇论文
50
multimodal large language model
17 篇论文
51
low-rank adaptation
17 篇论文
52
reinforcement learning with verifiable rewards
17 篇论文
53
speculative decoding
16 篇论文
54
multimodal understanding
16 篇论文
55
text-to-image
16 篇论文
56
stable diffusion
16 篇论文
57
computational efficiency
16 篇论文
58
temporal consistency
16 篇论文
59
mmlu
16 篇论文
60
diffusion transformer
15 篇论文

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