TOPICS & TAGS
主题分类
从研究方向进入,再按主题深入。一篇论文可属于多个主题,每个方向内按论文去重计数。
Attention89
注意力计算、混合机制与位置表示。
Architecture33
循环状态、深度复用、跨层连接与动态路由。
Generation16
扩散、流匹配与潜在空间中的语言生成。
Memory & Agents30
可更新记忆、上下文管理、持续学习与智能体系统。
Efficiency50
KV 缓存、计算内核与数值精度。
Learning & Theory55
训练方法、上下文学习与模型机理分析。
跨方向浏览
全部标签
adaptive-computation 4
agent-harness 1
agent-memory 2
agentic-ai 1
agents 2
algebraic-complexity 1
algorithms 1
associative-memory 11
associative-recall 15
attention 26
attention-sinks 1
attribution 1
automata 1
automated-research 2
autoregressive-models 1
bayesian-filtering 3
brain-encoding 1
byte-models 1
capacity-scheduling 1
CCA 1
chain-of-thought 1
CKA 1
communication-complexity 1
complexity 1
compression 2
concept-models 2
conditional-computation 1
consistency-models 1
context-compaction 1
context-distillation 1
context-management 3
context-ranking 1
continual-learning 5
continuous-diffusion 2
copy-mechanism 1
covariance 1
credit-assignment 1
cross-entropy 1
cross-layer-routing 5
cross-layer-sharing 1
curriculum-learning 1
data-augmentation 1
data-distribution 1
decision-models 1
delta-rule 4
depth-scaling 1
diffusion 2
diffusion-language-models 8
distillation 20
domain-adaptation 1
dynamic-routing 3
efficiency 1
efficient-inference 45
efficient-training 6
efficient-transformer 1
embedding-gating 1
embedding-memory 1
embeddings 1
ensemble 1
exact-topk 1
expressivity 5
factual-knowledge 1
fast-weights 6
fine-tuning 3
finite-scalar-quantization 1
fixed-point 1
flow-matching 4
fmri 1
gated-delta-net 1
gated-deltanet 1
generalization 2
generative-replay 1
gpu 1
gpu-kernels 5
gradient-bottleneck 1
gradient-compression 1
graph 1
graph-diffusion 1
grokking 1
hashing 4
hybrid-architectures 15
hybrid-attention 1
hyper-connections 1
identifiability 1
in-context-learning 6
inference 11
interpretability 1
knowledge-editing 2
kv-cache 39
language-model 1
language-modeling 12
language-models 3
latent-language-models 2
latent-reasoning 3
learned-order 1
learning-theory 2
length-generalization 5
linear-attention 64
linear-probes 1
llm 1
llm-agents 4
llm-evaluation 1
logic-programming 1
long-context 80
looped-transformer 10
looped-transformers 1
LoRA 3
low-rank 8
masked-diffusion 1
mechanism-design 1
mechanistic-interpretability 6
memorization 3
memory 10
memory-efficiency 1
meta-learning 3
mixed-precision 1
mixture-of-experts 2
model-compression 2
model-conversion 1
moe 1
multi-agent 3
multilingual 2
multimodal 1
neural-networks 1
neurosymbolic 1
numerical-stability 1
online-learning 1
online-optimization 2
optimal-transport 1
optimization 2
optimizers 1
option-caching 1
parallel-training 1
parametric-memory 2
parity 1
persistent-state 1
phase-aware-attention 1
position-encoding 1
positional-encoding 5
post-training 1
preconditioning 1
prefix-caching 1
pretraining 10
privacy 1
prompt-order 1
prompt-repetition 2
quantization 10
random-features 1
reasoning 9
recurrence 1
recurrent-depth 1
recurrent-memory 46
recurrent-model 1
recurrent-state 1
recursive-self-improvement 1
reinforcement-learning 8
reparameterization 1
representation-geometry 1
representation-learning 2
representation-similarity 1
residual-connections 1
residual-learning 1
residual-stream 2
retrieval 15
rnn 1
robustness 1
rope 1
routing 1
sampling 2
scaling-laws 2
score-matching 1
selective-reading 1
self-conditioning 2
self-improvement 1
self-modification 1
sequence-modeling 2
set-functions 1
small-language-models 1
softmax 1
sorting 1
sparse-attention 19
sparse-autoencoders 1
sparse-inference 1
sparse-memory 2
sparsity 1
spectral-analysis 2
spectral-optimization 1
speculative-decoding 1
stability 2
state-space-models 7
state-tracking 11
structured-layers 1
structured-pruning 1
tabular-generation 1
tensor-algebra 1
test-time-regression 2
test-time-training 6
text-generation 2
theorem-proving 1
token-eviction 1
token-identity 1
token-selection 1
tokenization 3
training-efficiency 1
transformer 31
transformer-learning 1
unlearning 1
value-residual 1
vector-quantization 2
vector-search 1
vision 2
vision-language-models 1
vocabulary-expansion 1
working-memory 1